# Every EEG dataset we know of, and how far we checked it

Open register

Every EEG dataset we know of, with the furthest step we have checked and what that step showed. Anything can be listed here. The score tables keep their own rules: rights review, aggregate results only, no redistribution.

## What the register holds

Every number here is a value of [the register file](https://bci.report/data/open-register-20261020.json).

- **Rows.** 487 rows on the dataset ladder: 293 for uploads on Hugging Face, 1 for OpenNeuro via EEGDash, 47 for this site’s datasets, 140 for MOABB records and 6 for corpora that require an agreement or request. By the furthest step checked: 439 at step 1, 4 at step 2, 10 at step 3, 27 at step 4 and 7 at step 5. The model ladder has another 40 rows, on [the model register](https://bci.report/methods/register/). The rows here were checked on 19 October 2026 and 20 October 2026.
- **Hugging Face.** Read on 19 October 2026 at 14:23 UTC for 28 search terms and 20 tag filters: 1,922 listings. 737 are EEGDash’s mirrors of OpenNeuro and NEMAR records, one row here. Of the other 1,185, a keyword filter set aside 536 and the register’s classifier read 649, marking 400 as brain-signal data. A re-check then took out 5 under the EMG rule, 7 with simulated signals and 20 whose name was their only sign of brain signals. Of the 368 left, 278 are rows of their own, 79 sit in 15 rows for an uploader’s series, 5 are merged into this site’s rows, 1 is a MOABB record’s own upload and sits in that record’s row, and 5 are held for review. 146 of them carry no licence tag; 17 are gated with each request approved by the uploader, and 7 with automatic approval.
- **EEGDash.** 737 mirrors: 546 of OpenNeuro records, 168 of NEMAR records and 23 of other records. 13 of this site’s rows and 6 MOABB rows have one.
- **MOABB.** Release 1.7.2 has 206 loaders over 158 source records; 18 of those records are datasets this site already lists, merged into its rows. Catalog read on 19 October 2026.
- **Corpora under agreement.** 6 corpora require a signed agreement, a request or a registration; the terms of all 6 are quoted from captured copies of their pages.

The Hugging Face search terms and tags

Search terms: `eeg`, `bci`, `brain-computer`, `brain computer interface`, `ecog`, `ieeg`, `seeg`, `intracranial`, `fnirs`, `nirs`, `ssvep`, `p300`, `motor imagery`, `motor-imagery`, `erp eeg`, `polysomnography`, `sleep-edf`, `sleep staging`, `neural decoding`, `spike sorting`, `neuropixels`, `emg`, `electroencephalography`, `brainwave`, `neuro signal`, `openbci`, `muse eeg`, `emotiv`.

Tags: `eeg`, `EEG`, `bci`, `brain-computer-interface`, `neuroscience`, `electroencephalography`, `biosignals`, `biosignal`, `emg`, `ecog`, `ieeg`, `fnirs`, `meg`, `sleep`, `neural-decoding`, `brain`, `neuro`, `ssvep`, `motor-imagery`, `time-series-forecasting eeg`.

## The steps

A dataset climbs five steps. A row’s step is the furthest one whose own evidence is on file; an item missing from an earlier step is listed beside the badge as a gap. The evidence for each step, item by item with its source, is in the JSON file.

- Step 1 · Listed: Host record read: host, licence as stated and by whom, size, whether access is gated
- Step 2 · Read: Files opened; a specification sheet from the files, compared with the card
- Step 3 · Traced: Derivation, original terms against declared terms, consent or ethics statement, pinned revision
- Step 4 · Run: Fixed-protocol baseline here, chance from trial counts, share of participants above chance, result or hold on a page
- Step 5 · In the matrix: Comparable on a protocol page

### Rules

- Gated data, or data that needs a signed or requested agreement, stays at step 1 unless we accept its terms.
- Suspected re-uploads stay at step 1 whatever their gating. They are compared by metadata only, and none of their files is downloaded.
- A finding about a re-upload is stated only when an independent check confirms it and a captured page of the original terms backs it.
- Rows state facts.
- Every row has a correction route.

To correct a row, use the mail link at its end: the subject names the row’s id. How corrections are handled is on [the data-use page](https://bci.report/data-use/#register-corrections).

## Every row

Each row links its host and gives its terms as stated and by whom, the step it reached with any gaps, and what that step showed.

| Dataset | Signal · task | Terms as stated | Checked to | What we found |
| --- | --- | --- | --- | --- |
| **Hugging Face uploads** · 293 rows — Uploads the register’s classifier marked as brain-signal data in the snapshot counted above, each read from its listing and from its metadata at a pinned revision. A series of repositories from one uploader is one row. What the cards state about signal, task and participants is still being reviewed, so signal and task are left blank here. |  |  |  |  |
| [2Levi/EEG_fNIRS_4_BCI ↗](https://huggingface.co/datasets?search=EEG_fNIRS_4_BCI) — Hugging Face · 12 files · 70,974,219,330 bytes · revision `0b2a3ec` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches Buccino, Keles and Omurtag 2016 hybrid EEG-fNIRS SMR BCI data in archive names and byte counts. That source’s terms page gives `cc-by-4.0`; this upload’s licence tag is `mit` ([terms page captured 19 October 2026 ↗](https://doi.org/10.6084/m9.figshare.1619640.v1)).; Matches FineMI (EEG and fNIRS, eight upper-limb motor imagery tasks) in archive names and byte counts. That source’s terms page gives `cc-by-4.0`; this upload’s licence tag is `mit` ([terms page captured 19 October 2026 ↗](https://doi.org/10.6084/m9.figshare.24123303)).; Matches HEFMI-ICH (hybrid EEG-fNIRS motor imagery, intracerebral haemorrhage) in archive names. That source’s terms page gives `cc-by-4.0`; this upload’s licence tag is `mit` ([terms page captured 19 October 2026 ↗](https://doi.org/10.6084/m9.figshare.28955456.v4)).; Matches MIMIC-IV-ECG: Diagnostic Electrocardiogram Matched Subset (PhysioNet mimic-iv-ecg 1.0) in archive names and byte counts. That source’s terms page gives `odbl-1.0`; this upload’s licence tag is `mit` ([terms page captured 19 October 2026 ↗](https://physionet.org/content/mimic-iv-ecg/1.0/)).; Matches TDBRAIN (Two Decades Brainclinics Research Archive for Insights in Neurophysiology) in archive names. That source requires registration; this upload’s licence tag is `mit` ([terms page captured 19 October 2026 ↗](https://brainclinics.com/data-use-agreement)).; Matches TU Berlin open-access simultaneous EEG and NIRS BCI dataset (Shin et al. 2017) in archive names. That source’s terms page gives `gpl`; this upload’s licence tag is `mit` ([terms page captured 19 October 2026 ↗](http://doc.ml.tu-berlin.de/hBCI/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0001) |
| [Aditharavind/laya-neuro-decisions ↗](https://huggingface.co/datasets?search=laya-neuro-decisions) — Hugging Face · 9 files · 38,408,782 bytes · revision `816d527` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0002) |
| [Alidr79/cueless_EEG_subject_identification ↗](https://huggingface.co/datasets?search=cueless_EEG_subject_identification) — Hugging Face · 271 files · 6,729,108,327 bytes · revision `5f4ba48` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0003) |
| [Amirrzh/MI_EEG_Datasets ↗](https://huggingface.co/datasets?search=MI_EEG_Datasets) — Hugging Face · 4,817 files · 106,747,619,329 bytes · revision `738bfe6` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0004) |
| [AnantaJ/BETA-from_Tsinghua_BCI_Lab ↗](https://huggingface.co/datasets?search=BETA-from_Tsinghua_BCI_Lab) — Hugging Face · 10 files · 5,278,929,409 bytes · revision `1762f4c` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0005) |
| [AnantaJ/Benchmark-from_Tsinghua_BCI_Lab ↗](https://huggingface.co/datasets?search=Benchmark-from_Tsinghua_BCI_Lab) — Hugging Face · 38 files · 3,695,413,419 bytes · revision `1f8db8b` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0006) |
| [AnasElkhabbaz/EMG-Dataset ↗](https://huggingface.co/datasets?search=EMG-Dataset) — Hugging Face · 19,767 files · 675,553 bytes · revision `6c8f265` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0007) |
| [Ann000/xr-emg-force-interface ↗](https://huggingface.co/datasets?search=xr-emg-force-interface) — Hugging Face · 1,804 files · 13,976,490,272 bytes · revision `b4f2ed0` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0008) |
| [ApocalyVec/olive-physio ↗](https://huggingface.co/datasets?search=olive-physio) — Hugging Face · 5 files · 3,188,786,217 bytes · revision `2dbbeb1` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0009) |
| [Aurelianous/eeg-audio ↗](https://huggingface.co/datasets?search=eeg-audio) — Hugging Face · 194 files · 2,456,586,217 bytes · revision `5f26b50` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0010) |
| [Bhuvii19/EEGFakeBench ↗](https://huggingface.co/datasets?search=EEGFakeBench) — Hugging Face · 1,064 files · 39,885,528,289 bytes · revision `5fbff07` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0011) |
| [BiscuitBobby/eeg_cvpr ↗](https://huggingface.co/datasets?search=eeg_cvpr) — Hugging Face · 2 files · 10,975,593,526 bytes · revision `cc85cfe` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0013) |
| [BrainPilot-Bench/Tasks-Data-Public ↗](https://huggingface.co/datasets?search=Tasks-Data-Public) — Hugging Face · 898 files · 37,946,341,174 bytes · revision `70efdcf` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0014) |
| [ChenglinLiuChris/eeg ↗](https://huggingface.co/datasets?search=eeg) — Hugging Face · 2 files · 2,844,537,640 bytes · revision `074a02b` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0016) |
| [Dadaism6/Omni-iEEG-Channel-feature ↗](https://huggingface.co/datasets?search=Omni-iEEG-Channel-feature) — Hugging Face · 619 files · 144,118,982,579 bytes · revision `47c43d1` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0017) |
| [Dadaism6/Omni-iEEG-Raw-Event-EDF ↗](https://huggingface.co/datasets?search=Omni-iEEG-Raw-Event-EDF) — Hugging Face · 55 files · 8,536,463,816 bytes · revision `3ebc708` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0018) |
| [Emulated-Inc/drowsy-driving-reaction-time-eeg ↗](https://huggingface.co/datasets?search=drowsy-driving-reaction-time-eeg) — Hugging Face · 103 files · 9,820,339,528 bytes · revision `fc6b8fb` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0019) |
| [Emulated-Inc/meg-story-phoneme-decoding ↗](https://huggingface.co/datasets?search=meg-story-phoneme-decoding) — Hugging Face · 7 files · 7,337,303,936 bytes · revision `e08b34c` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0020) |
| [Emulated-Inc/mi-eeg-unseen-subjects ↗](https://huggingface.co/datasets?search=mi-eeg-unseen-subjects) — Hugging Face · 10 files · 1,333,496,221 bytes · revision `681e5c0` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | Its card names Stieger longitudinal BCI · one-person pilot as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0021) |
| [Emulated-Inc/sci-emg-gesture-new-person ↗](https://huggingface.co/datasets?search=sci-emg-gesture-new-person) — Hugging Face · 14 files · 7,070,691,235 bytes · revision `5dec83f` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0022) |
| [Emulated-Inc/sci-ieeg-clip-triage-new-centre ↗](https://huggingface.co/datasets?search=sci-ieeg-clip-triage-new-centre) — Hugging Face · 20 files · 1,549,429,060 bytes · revision `014fc29` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0023) |
| [Emulated-Inc/seeg-speech-spectrogram-reconstruction ↗](https://huggingface.co/datasets?search=seeg-speech-spectrogram-reconstruction) — Hugging Face · 4 files · 2,794,940,875 bytes · revision `79179af` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0024) |
| [Emulated-Inc/silent-speech-emg-decoding ↗](https://huggingface.co/datasets?search=silent-speech-emg-decoding) — Hugging Face · 6 files · 5,432,414,411 bytes · revision `dc7f3b7` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0025) |
| [Emulated-Inc/ssvep-calibration-free-short-window ↗](https://huggingface.co/datasets?search=ssvep-calibration-free-short-window) — Hugging Face · 37 files · 2,549,292,653 bytes · revision `cc55ae8` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | Its card names BETA as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0026) |
| [Emulated-Inc/things-eeg-zero-shot-concepts ↗](https://huggingface.co/datasets?search=things-eeg-zero-shot-concepts) — Hugging Face · 5 files · 2,895,140,376 bytes · revision `49a19b0` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0027) |
| [Felipe717/wbcic-2c-ica ↗](https://huggingface.co/datasets?search=wbcic-2c-ica) — Hugging Face · 3 files · 736,241,643 bytes · revision `bb6603b` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | Its card names WBCIC-SHU motor imagery dataset as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0028) |
| [Forainest789/NATVIEW_EEGFMRI_processed ↗](https://huggingface.co/datasets?search=NATVIEW_EEGFMRI_processed) — Hugging Face · 24,576 files · 31,134,649,016 bytes · revision `8acf40d` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0029) |
| [Fudan-fMRI/CineBrain ↗](https://huggingface.co/datasets?search=CineBrain) — Hugging Face · 19 files · 140,971,724,389 bytes · revision `bb3afbd` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0030) |
| [Fudan-fMRI/EEG-Graspbot ↗](https://huggingface.co/datasets?search=EEG-Graspbot) — Hugging Face · 97 files · 15,236,892,075 bytes · revision `d7d9c1f` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0031) |
| [Haitao999/things-eeg ↗](https://huggingface.co/datasets?search=things-eeg) — Hugging Face · 33,519 files · 27,830,568,428 bytes · revision `944f0d5` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0032) |
| [HeliumHcc/EEG_raw_datasets ↗](https://huggingface.co/datasets?search=EEG_raw_datasets) — Hugging Face · 14 files · 130,957,002,576 bytes · revision `7976bc2` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | No licence tag on its Hugging Face listing.; Gated on Hugging Face: the uploader approves each request.; Matches BCI Competition IV data sets in archive names ([terms page captured 19 October 2026 ↗](https://www.bbci.de/competition/iv/)).; Matches FACED (Finer-grained Affective Computing EEG Dataset) in archive names ([terms page captured 19 October 2026 ↗](https://www.nature.com/articles/s41597-023-02650-w)).; Matches TUH EEG Corpus in archive names. That source is released under a signed agreement; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0033) |
| [HeliumHcc/preprocessed_EEG ↗](https://huggingface.co/datasets?search=preprocessed_EEG) — Hugging Face · 12 files · 40,910,679,856 bytes · revision `dcaf69e` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0034) |
| [Ishah8840/emg-ego-multiview-hand-pose ↗](https://huggingface.co/datasets?search=emg-ego-multiview-hand-pose) — Hugging Face · 124 files · 6,699,433,595 bytes · revision `0f2abdb` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0035) |
| [JLB-JLB/seizure_eeg_dev ↗](https://huggingface.co/datasets?search=seizure_eeg_dev) — Hugging Face · 9 files · 3,418,836,109 bytes · revision `f717a86` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | No licence tag on its Hugging Face listing.; Matches TUH EEG Corpus in example counts, label names, and split names. That source is released under a signed agreement; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0036) |
| [JLB-JLB/seizure_eeg_eval ↗](https://huggingface.co/datasets?search=seizure_eeg_eval) — Hugging Face · 9 files · 3,418,836,110 bytes · revision `208377f` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0037) |
| [JLB-JLB/seizure_eeg_greyscale_224x224_6secWindow ↗](https://huggingface.co/datasets?search=seizure_eeg_greyscale_224x224_6secWindow) — Hugging Face · 82 files · 39,216,540,324 bytes · revision `08da921` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | No licence tag on its Hugging Face listing.; Matches TUH EEG Corpus in the source its uploader’s code names, label names, and split names. That source is released under a signed agreement; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0038) |
| [JLB-JLB/seizure_eeg_greyscale_224x224_6secWindow_adjusted ↗](https://huggingface.co/datasets?search=seizure_eeg_greyscale_224x224_6secWindow_adjusted) — Hugging Face · 33 files · 14,909,837,243 bytes · revision `8909a00` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0039) |
| [JLB-JLB/seizure_eeg_iirFilter_greyscale_224x224_6secWindow ↗](https://huggingface.co/datasets?search=seizure_eeg_iirFilter_greyscale_224x224_6secWindow) — Hugging Face · 83 files · 39,464,496,948 bytes · revision `f0a39e3` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0040) |
| [JLB-JLB/seizure_eeg_iirFilter_greyscale_224x224_6secWindow_adjusted ↗](https://huggingface.co/datasets?search=seizure_eeg_iirFilter_greyscale_224x224_6secWindow_adjusted) — Hugging Face · 34 files · 14,973,762,990 bytes · revision `d698090` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | No licence tag on its Hugging Face listing.; Matches TUH EEG Corpus in example counts, label names, and split names. That source is released under a signed agreement; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0041) |
| [JLB-JLB/seizure_eeg_train ↗](https://huggingface.co/datasets?search=seizure_eeg_train) — Hugging Face · 50 files · 24,165,940,730 bytes · revision `e83ff38` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | No licence tag on its Hugging Face listing.; Matches TUH EEG Corpus in example counts, label names, and split names. That source is released under a signed agreement; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0042) |
| [James-ChenSD/rawData_EEG ↗](https://huggingface.co/datasets?search=rawData_EEG) — Hugging Face · 10 files · 28,983,980,808 bytes · revision `bc7d518` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | No licence tag on its Hugging Face listing.; Gated on Hugging Face: the uploader approves each request. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0043) |
| [JayF14/chb-mit-preprocessed-eeg ↗](https://huggingface.co/datasets?search=chb-mit-preprocessed-eeg) — Hugging Face · 26 files · 4,058,065,322 bytes · revision `8ac9ea1` | — | `odc-by` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0044) |
| [Jingrui77/EMGVLA-Dataset ↗](https://huggingface.co/datasets?search=EMGVLA-Dataset) — Hugging Face · 36,738 files · 33,967,013,309 bytes · revision `f62b8f6` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0046) |
| [JuniorThap/EEG-relaxation-concentration ↗](https://huggingface.co/datasets?search=EEG-relaxation-concentration) — Hugging Face · 5 files · 214,490,363 bytes · revision `2fd124f` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0047) |
| [KernelCo/holohub_bci_visualization ↗](https://huggingface.co/datasets?search=holohub_bci_visualization) — Hugging Face · 92 files · 74,199,500,093 bytes · revision `fe75bc1` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0048) |
| [Krishan0698/BCI ↗](https://huggingface.co/datasets?search=BCI) — Hugging Face · 2 files · 252,214,492 bytes · revision `d64ce87` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0057) |
| [Kukedlc/SpanishBCBL ↗](https://huggingface.co/datasets?search=SpanishBCBL) — Hugging Face · 731 files · 280,382,552,015 bytes · revision `6a3118a` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0058) |
| [Lance1573/L-Mind ↗](https://huggingface.co/datasets?search=L-Mind) — Hugging Face · 12,012 files · 2,422,510,990 bytes · revision `31fc106` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0060) |
| [LeBabyOx/EEGParquet ↗](https://huggingface.co/datasets?search=EEGParquet) — Hugging Face · 689 files · 3,875,553,348 bytes · revision `76f5f55` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0061) |
| [LeRobot-worldwide-hackathon/7-LeCyborg-so100_emg_sensor ↗](https://huggingface.co/datasets?search=7-LeCyborg-so100_emg_sensor) — Hugging Face · 66 files · 116,220,150 bytes · revision `4e9c919` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0062) |
| [LidongYang/BrainFLORA ↗](https://huggingface.co/datasets?search=BrainFLORA) — Hugging Face · 31,030 files · 101,004,899,421 bytes · revision `210051a` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches THINGS-data (THINGS-MEG and THINGS-fMRI) in the source its uploader’s code names, example counts, and participant count. That source’s terms page gives `cc0-1.0`; this upload’s licence tag is `apache-2.0` ([terms page captured 19 October 2026 ↗](https://github.com/OpenNeuroDatasets/ds004212/blob/136f5297b07d930028fb5a4a16e649efa728aaf5/dataset_description.json)).; Matches THINGS object image database in the source its uploader’s code names and example counts ([terms page captured 19 October 2026 ↗](https://osf.io/download/ahg2k/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0063) |
| [LidongYang/EEG_Image_decode ↗](https://huggingface.co/datasets?search=EEG_Image_decode) — Hugging Face · 71 files · 159,575,450,629 bytes · revision `dbe34bb` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0064) |
| [LiyuanHan/bcijelly-invasive ↗](https://huggingface.co/datasets?search=bcijelly-invasive) — Hugging Face · 849 files · 5,274,689,570 bytes · revision `c38668c` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0065) |
| [Lo6yu/egocentric_dataset ↗](https://huggingface.co/datasets?search=egocentric_dataset) — Hugging Face · 6,127 files · 30,118,622,892 bytes · revision `a318ea3` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0066) |
| MER-PS/MER-PS-public-leaderboard-evaluation-data — Hugging Face · 27 files · 4,050,355,685 bytes · revision `28acc44` | — | `cc-by-nc-sa-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: access is granted automatically once a user accepts the conditions. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0067) |
| MER-PS/MER-PS-trainval — Hugging Face · 3 files · 22,317,841,274 bytes · revision `7762273` | — | `cc-by-nc-sa-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: access is granted automatically once a user accepts the conditions. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0068) |
| [MElHuseyni/EEG_data ↗](https://huggingface.co/datasets?search=EEG_data) — Hugging Face · 4 files · 4,810,895 bytes · revision `f6031a0` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0069) |
| [MaRez10/EEG_Pain_Perception ↗](https://huggingface.co/datasets?search=EEG_Pain_Perception) — Hugging Face · 3 files · 12,738,959,235 bytes · revision `36bbfd8` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | No licence tag on its Hugging Face listing.; Gated on Hugging Face: access is granted automatically once a user accepts the conditions. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0070) |
| [MarksonChen/flare ↗](https://huggingface.co/datasets?search=flare) — Hugging Face · 2,125 files · 247,359,935,324 bytes · revision `a280589` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | Its card names MC_RTT (Neural Latents Benchmark) as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0071) |
| [McGregorW/EEGDatasets ↗](https://huggingface.co/datasets?search=EEGDatasets) — Hugging Face · 29 files · 228,941,021,425 bytes · revision `a4572e6` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | No licence tag on its Hugging Face listing.; Gated on Hugging Face: the uploader approves each request.; Matches CHB-MIT Scalp EEG Database (PhysioNet chbmit 1.0.0) in archive names. That source’s terms page gives `odc-by-1.0`; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://physionet.org/content/chbmit/1.0.0/)).; Matches EEGMAT in archive names. That source’s terms page gives `odc-by-1.0`; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://physionet.org/content/eegmat/1.0.0/)).; Matches physionet-eegmmidb-1.0.0 in archive names. That source’s terms page gives `odc-by-1.0`; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://physionet.org/content/eegmmidb/1.0.0/)).; Matches Haaglanden Medisch Centrum sleep staging database (PhysioNet hmc-sleep-staging 1.1) in archive names. That source’s terms page gives `cc-by-4.0`; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://physionet.org/content/hmc-sleep-staging/1.1/)).; Matches Siena Scalp EEG Database (PhysioNet siena-scalp-eeg 1.0.0) in archive names. That source’s terms page gives `cc-by-4.0`; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://physionet.org/content/siena-scalp-eeg/1.0.0/)).; Matches Sleep-EDF Database Expanded (PhysioNet sleep-edfx 1.0.0) in archive names. That source’s terms page gives `odc-by-1.0`; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://physionet.org/content/sleep-edfx/1.0.0/)).; Matches SEED family in archive names. That source is released under a signed agreement; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://bcmi.sjtu.edu.cn/home/seed/downloads.html)).; Matches Sleep Heart Health Study (SHHS, NSRR) in archive names. That source is available on request; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://sleepdata.org/data/requests/shhs/start)).; Matches TUH EEG Corpus in archive names. That source is released under a signed agreement; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0072) |
| [McGregorW/EEGDatasetsH5 ↗](https://huggingface.co/datasets?search=EEGDatasetsH5) — Hugging Face · 448 files · 279,038,350,289 bytes · revision `42a2b23` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | No licence tag on its Hugging Face listing.; Gated on Hugging Face: the uploader approves each request.; Matches CAUEEG (Chung-Ang University Hospital EEG dataset) in folder names. That source is available on request; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://github.com/ipis-mjkim/caueeg-dataset/blob/033a2e5ddc837ae0022f9add07aef8e10bcd4ad1/README.md)).; Matches CHB-MIT Scalp EEG Database (PhysioNet chbmit 1.0.0) in folder names. That source’s terms page gives `odc-by-1.0`; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://physionet.org/content/chbmit/1.0.0/)).; Matches Siena Scalp EEG Database (PhysioNet siena-scalp-eeg 1.0.0) in folder names. That source’s terms page gives `cc-by-4.0`; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://physionet.org/content/siena-scalp-eeg/1.0.0/)).; Matches SEED family in folder names. That source is released under a signed agreement; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://bcmi.sjtu.edu.cn/home/seed/downloads.html)).; Matches Sleep Heart Health Study (SHHS, NSRR) in folder names. That source is available on request; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://sleepdata.org/data/requests/shhs/start)).; Matches TUH EEG Corpus in folder names. That source is released under a signed agreement; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0073) |
| [McGregorW/EEGDatasets_raw ↗](https://huggingface.co/datasets?search=EEGDatasets_raw) — Hugging Face · 3 files · 32,350,523,184 bytes · revision `b1391e1` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | No licence tag on its Hugging Face listing.; Gated on Hugging Face: the uploader approves each request. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0074) |
| [MigoXV/eeg-bme-emotion-parquet ↗](https://huggingface.co/datasets?search=eeg-bme-emotion-parquet) — Hugging Face · 5 files · 994,152,644 bytes · revision `1921498` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0075) |
| [MrC4t/LeCyborg-so100_emg_sensor ↗](https://huggingface.co/datasets?search=LeCyborg-so100_emg_sensor) — Hugging Face · 66 files · 116,220,265 bytes · revision `e546479` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0076) |
| [NOttheol/EEG-Talha-Alakus-Gonen-Turkoglu ↗](https://huggingface.co/datasets?search=EEG-Talha-Alakus-Gonen-Turkoglu) — Hugging Face · 221 files · 633,592,821 bytes · revision `9cf5544` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0077) |
| [Nerlnet/EEG_Eye_State_Classification ↗](https://huggingface.co/datasets?search=EEG_Eye_State_Classification) — Hugging Face · 4 files · 3,133,497 bytes · revision `97c351d` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0078) |
| [Nerlnet/EEG_Eye_State_Classification_table_freq_window ↗](https://huggingface.co/datasets?search=EEG_Eye_State_Classification_table_freq_window) — Hugging Face · 3 files · 5,993,741 bytes · revision `a16a633` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0079) |
| [NeuroBench/thor_eeg_mi ↗](https://huggingface.co/datasets?search=thor_eeg_mi) — Hugging Face · 5 files · 1,125,003,592 bytes · revision `dd0388b` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0080) |
| NeuroMM/NeuroMM-2026 — Hugging Face · 23 files · 15,835,588,605 bytes · revision `dcd61c4` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: the uploader approves each request. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0081) |
| [NeuroTec/SWEC_iEEG_Dataset ↗](https://huggingface.co/datasets?search=SWEC_iEEG_Dataset) — Hugging Face · 694 files · 4,797,015,502,765 bytes · revision `584e9d2` | — | `cdla-permissive-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0082) |
| Omni-iEEG/Omni-iEEG — Hugging Face · 4,277 files · 159,247,652,055 bytes · revision `73b9c51` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0083) |
| [PaoloMaccallini/EEG ↗](https://huggingface.co/datasets?search=EEG) — Hugging Face · 443 files · 2,025,587,255 bytes · revision `617e1dc` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0084) |
| [Papyson/Music_Stimulated_EEG ↗](https://huggingface.co/datasets?search=Music_Stimulated_EEG) — Hugging Face · 3 files · 869,051,650 bytes · revision `2605b14` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0085) |
| [PromiseZ5Q2SQ/EEG-Hallucination ↗](https://huggingface.co/datasets?search=EEG-Hallucination) — Hugging Face · 157 files · 26,751,300,311 bytes · revision `a002c6e` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0086) |
| [PromiseZ5Q2SQ/EEG-ImageNet ↗](https://huggingface.co/datasets?search=EEG-ImageNet) — Hugging Face · 3 files · 14,351,613,293 bytes · revision `2594358` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0087) |
| [Quoron/EEG-semantic-text-relevance ↗](https://huggingface.co/datasets?search=EEG-semantic-text-relevance) — Hugging Face · 27 files · 11,928,213,255 bytes · revision `96b0b03` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0088) |
| [Rodr16020/eeg-words-dataset ↗](https://huggingface.co/datasets?search=eeg-words-dataset) — Hugging Face · 4 files · 29,936,552 bytes · revision `29f1732` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0089) |
| [RuthvikBandari/neural-compass-bci ↗](https://huggingface.co/datasets?search=neural-compass-bci) — Hugging Face · 167 files · 6,120,316,023 bytes · revision `0f91481` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0090) |
| [SamLegion888/SpanishBCBL ↗](https://huggingface.co/datasets?search=SpanishBCBL) — Hugging Face · 731 files · 280,382,552,015 bytes · revision `21e7071` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0091) |
| [Samuelsantos777/psg-audio-v3-unofficial-mirror ↗](https://huggingface.co/datasets?search=psg-audio-v3-unofficial-mirror) — Hugging Face · 2,022 files · 984,855,341,189 bytes · revision `cb22565` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0092) |
| [Scan2s/ninapro-db5-s2s-certified ↗](https://huggingface.co/datasets?search=ninapro-db5-s2s-certified) — Hugging Face · 3 files · 1,101,828 bytes · revision `0040e87` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0095) |
| [SciAILab/OSWorld-Science-data ↗](https://huggingface.co/datasets?search=OSWorld-Science-data) — Hugging Face · 2,759 files · 239,043,791,977 bytes · revision `9b8de9a` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: the uploader approves each request. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0096) |
| [StevenLe456/psychiatric-eeg ↗](https://huggingface.co/datasets?search=psychiatric-eeg) — Hugging Face · 2 files · 10,539,714 bytes · revision `a220fb9` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0097) |
| [TKQXX/THINGS-EEG-MEG_CVPR2026 ↗](https://huggingface.co/datasets?search=THINGS-EEG-MEG_CVPR2026) — Hugging Face · 85,727 files · 42,034,207,638 bytes · revision `3a57e9c` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0098) |
| [Tanisha0709/EEGBCI ↗](https://huggingface.co/datasets?search=EEGBCI) — Hugging Face · 51 files · 1,044,968,369 bytes · revision `8c57f05` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0099) |
| [Terrycz/ECOG-ds005574 ↗](https://huggingface.co/datasets?search=ECOG-ds005574) — Hugging Face · 154 files · 15,507,112,315 bytes · revision `d844dde` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0100) |
| [Terrycz/SEEG-singlewordDutch ↗](https://huggingface.co/datasets?search=SEEG-singlewordDutch) — Hugging Face · 125 files · 5,312,314,072 bytes · revision `2e1e514` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0101) |
| [Twu31/cap32-mi-eeg ↗](https://huggingface.co/datasets?search=cap32-mi-eeg) — Hugging Face · 26 files · 69,901,595 bytes · revision `663cd80` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0102) |
| [Twu31/cap32-ssvep ↗](https://huggingface.co/datasets?search=cap32-ssvep) — Hugging Face · 11 files · 4,160,406 bytes · revision `8096d4b` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0103) |
| [Twu31/ssvep-jfpm-12target ↗](https://huggingface.co/datasets?search=ssvep-jfpm-12target) — Hugging Face · 10 files · 3,693,868 bytes · revision `1360ca5` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0104) |
| [USuCgex0122e/demo_dataset_seed20260726 ↗](https://huggingface.co/datasets?search=demo_dataset_seed20260726) — Hugging Face · 147 files · 41,422,370,986 bytes · revision `41602cf` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Its card names DEAP as its source.; Its card names TUH EEG Corpus as its source.; Matches DEAP in channel count, folder names, and participant count. That source is released under a signed agreement; this upload’s licence tag is `cc-by-4.0` ([terms page captured 19 October 2026 ↗](https://www.eecs.qmul.ac.uk/mmv/datasets/deap/download.html)).; Matches MODMA (Multi-modal Open Dataset for Mental-disorder Analysis) in channel count, folder names, and participant count. That source is released under a signed agreement; this upload’s licence tag is `cc-by-4.0` ([terms page captured 19 October 2026 ↗](https://modma.lzu.edu.cn/data/application/)).; Matches CHB-MIT Scalp EEG Database (PhysioNet chbmit 1.0.0) in folder names and participant count. That source’s terms page gives `odc-by-1.0`; this upload’s licence tag is `cc-by-4.0` ([terms page captured 19 October 2026 ↗](https://physionet.org/content/chbmit/1.0.0/)).; Matches EEGMAT in folder names. That source’s terms page gives `odc-by-1.0`; this upload’s licence tag is `cc-by-4.0` ([terms page captured 19 October 2026 ↗](https://physionet.org/content/eegmat/1.0.0/)).; Matches physionet-eegmmidb-1.0.0 in folder names. That source’s terms page gives `odc-by-1.0`; this upload’s licence tag is `cc-by-4.0` ([terms page captured 19 October 2026 ↗](https://physionet.org/content/eegmmidb/1.0.0/)).; Matches Siena Scalp EEG Database (PhysioNet siena-scalp-eeg 1.0.0) in folder names and participant count ([terms page captured 19 October 2026 ↗](https://physionet.org/content/siena-scalp-eeg/1.0.0/)).; Matches Sleep-EDF Database Expanded (PhysioNet sleep-edfx 1.0.0) in folder names. That source’s terms page gives `odc-by-1.0`; this upload’s licence tag is `cc-by-4.0` ([terms page captured 19 October 2026 ↗](https://physionet.org/content/sleep-edfx/1.0.0/)).; Matches SEED family in folder names and participant count. That source is released under a signed agreement; this upload’s licence tag is `cc-by-4.0` ([terms page captured 19 October 2026 ↗](https://bcmi.sjtu.edu.cn/home/seed/downloads.html)).; Matches TUH EEG Corpus in folder names and label names. That source is released under a signed agreement; this upload’s licence tag is `cc-by-4.0` ([terms page captured 19 October 2026 ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0105) |
| [Ugo96/MMI-EEGSR ↗](https://huggingface.co/datasets?search=MMI-EEGSR) — Hugging Face · 3 files · 1,425,353,838 bytes · revision `897e0a0` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches physionet-eegmmidb-1.0.0 in the source its uploader’s code names and dataset name. That source’s terms page gives `odc-by-1.0`; this upload’s licence tag is `mit` ([terms page captured 19 October 2026 ↗](https://physionet.org/content/eegmmidb/1.0.0/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0106) |
| [Voxel51/Egocentric-EMG-Force ↗](https://huggingface.co/datasets?search=Egocentric-EMG-Force) — Hugging Face · 14 files · 8,433,938,159 bytes · revision `6882191` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0107) |
| [WindySprint/EESM19-Processed ↗](https://huggingface.co/datasets?search=EESM19-Processed) — Hugging Face · 4 files · 88,599,844,434 bytes · revision `a3b7abb` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | Its card names EESM19 scalp subset as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0108) |
| [WindySprint/EESM23-Processed ↗](https://huggingface.co/datasets?search=EESM23-Processed) — Hugging Face · 4 files · 5,601,567,078 bytes · revision `c116776` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | Its card names EESM23 · Ear-EEG Sleep Monitoring 2023 as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0109) |
| [WymanYYY/Sleep-EDF-V2 ↗](https://huggingface.co/datasets?search=Sleep-EDF-V2) — Hugging Face · 6 files · 20,896,170,531 bytes · revision `63af957` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0110) |
| [Y-Research-Group/NeuroSonic ↗](https://huggingface.co/datasets?search=NeuroSonic) — Hugging Face · 21 files · 72,632,019,873 bytes · revision `ba1498d` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0111) |
| [Yvhang009/eeg-fmri-ds006040-derived ↗](https://huggingface.co/datasets?search=eeg-fmri-ds006040-derived) — Hugging Face · 1,199 files · 14,253,807,366 bytes · revision `cfa605c` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0112) |
| [Yvhang009/eeg-fmri-natview-derived ↗](https://huggingface.co/datasets?search=eeg-fmri-natview-derived) — Hugging Face · 1,235 files · 3,580,011,514 bytes · revision `211ea56` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0113) |
| [Zachary1150/EESM17-Processed ↗](https://huggingface.co/datasets?search=EESM17-Processed) — Hugging Face · 12 files · 14,280,315,243 bytes · revision `269028b` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0114) |
| [Zachary1150/EESM19-Processed ↗](https://huggingface.co/datasets?search=EESM19-Processed) — Hugging Face · 6 files · 124,077,444,322 bytes · revision `fb04501` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | Its card names EESM19 scalp subset as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0115) |
| [Zachary1150/EESM23-Processed ↗](https://huggingface.co/datasets?search=EESM23-Processed) — Hugging Face · 11 files · 20,170,017,458 bytes · revision `33cf229` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | Its card names EESM23 · Ear-EEG Sleep Monitoring 2023 as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0116) |
| [Zachary1150/EventAAD-Processed ↗](https://huggingface.co/datasets?search=EventAAD-Processed) — Hugging Face · 4 files · 6,225,968,056 bytes · revision `4998746` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0117) |
| [Zachary1150/Motor-Processed ↗](https://huggingface.co/datasets?search=Motor-Processed) — Hugging Face · 4 files · 1,740,145,191 bytes · revision `4e654b8` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0118) |
| [Zachary1150/ear-eeg-fm-benchmark-data ↗](https://huggingface.co/datasets?search=ear-eeg-fm-benchmark-data) — Hugging Face · 19 files · 33,956,076,983 bytes · revision `39a7821` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing.; Its card names EESM23 · Ear-EEG Sleep Monitoring 2023 as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0119) |
| [Zachary1150/ear-eeg-motor-raw ↗](https://huggingface.co/datasets?search=ear-eeg-motor-raw) — Hugging Face · 8 files · 6,859,144,767 bytes · revision `cc1c273` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0120) |
| [aayushi83730709/emg-gestures-task1 ↗](https://huggingface.co/datasets?search=emg-gestures-task1) — Hugging Face · 438 files · 3,755,871,250 bytes · revision `cc89e01` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0121) |
| [abachu2005/mes-eeg-processed ↗](https://huggingface.co/datasets?search=mes-eeg-processed) — Hugging Face · 121 files · 148,041,942 bytes · revision `e9e1525` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0122) |
| [abdo25/EEG_records ↗](https://huggingface.co/datasets?search=EEG_records) — Hugging Face · 2 files · 28,232,412 bytes · revision `04981a9` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0123) |
| [alexeykashevnik/EEGMeditation ↗](https://huggingface.co/datasets?search=EEGMeditation) — Hugging Face · 549 files · 312,534,424,980 bytes · revision `a44324f` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | No licence tag on its Hugging Face listing.; Gated on Hugging Face: access is granted automatically once a user accepts the conditions. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0124) |
| [alibabasglab/KUL-mix ↗](https://huggingface.co/datasets?search=KUL-mix) — Hugging Face · 3 files · 3,089,025,488 bytes · revision `b8aab92` | — | `cc-by-nc-sa-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0125) |
| [alif-munim/eeg-filtered ↗](https://huggingface.co/datasets?search=eeg-filtered) — Hugging Face · 4 files · 571,769,037 bytes · revision `b1fd9f7` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0126) |
| [amongglue/amber ↗](https://huggingface.co/datasets?search=amber) — Hugging Face · 11,727 files · 109,323,974,936 bytes · revision `2ca0bbc` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches BNCI Horizon 2020 data sets catalogue in the source its card names ([terms page captured 19 October 2026 ↗](https://bnci-horizon-2020.eu/database/data-sets)).; Matches Healthy Brain Network (HBN, Child Mind Institute) in the source its card names ([terms page captured 19 October 2026 ↗](https://fcon_1000.projects.nitrc.org/indi/cmi_healthy_brain_network/FAQ.html)).; Matches CHB-MIT Scalp EEG Database (PhysioNet chbmit 1.0.0) in the source its card names ([terms page captured 19 October 2026 ↗](https://physionet.org/content/chbmit/1.0.0/)).; Matches EEGMAT in the source its card names ([terms page captured 19 October 2026 ↗](https://physionet.org/content/eegmat/1.0.0/)).; Matches physionet-eegmmidb-1.0.0 in the source its card names ([terms page captured 19 October 2026 ↗](https://physionet.org/content/eegmmidb/1.0.0/)).; Matches ERP-based Brain-Computer Interface recordings (PhysioNet erpbci 1.0.0) in the source its card names ([terms page captured 19 October 2026 ↗](https://physionet.org/content/erpbci/1.0.0/)).; Matches Haaglanden Medisch Centrum sleep staging database (PhysioNet hmc-sleep-staging 1.1) in the source its card names. That source’s terms page gives `cc-by-4.0`; its card gives `odc-by-1.0` for this source ([terms page captured 19 October 2026 ↗](https://physionet.org/content/hmc-sleep-staging/1.1/)).; Matches LTRSVP · EEG Signals from an RSVP Task in the source its card names ([terms page captured 19 October 2026 ↗](https://physionet.org/content/ltrsvp/1.0.0/)).; Matches Sleep Heart Health Study PSG Database (PhysioNet shhpsgdb 1.0.0) in the source its card names ([terms page captured 19 October 2026 ↗](https://physionet.org/content/shhpsgdb/1.0.0/)).; Matches Siena Scalp EEG Database (PhysioNet siena-scalp-eeg 1.0.0) in the source its card names. That source’s terms page gives `cc-by-4.0`; its card gives `odc-by-1.0` for this source ([terms page captured 19 October 2026 ↗](https://physionet.org/content/siena-scalp-eeg/1.0.0/)).; Matches Sleep-EDF Database Expanded (PhysioNet sleep-edfx 1.0.0) in the source its card names ([terms page captured 19 October 2026 ↗](https://physionet.org/content/sleep-edfx/1.0.0/)).; Matches St. Vincent's University Hospital / University College Dublin Sleep Apnea Database (PhysioNet ucddb 1.0.0) in the source its card names ([terms page captured 19 October 2026 ↗](https://physionet.org/content/ucddb/1.0.0/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0127) |
| [aparker03/eeg-csv ↗](https://huggingface.co/datasets?search=eeg-csv) — Hugging Face · 214 files · 1,618,761,261 bytes · revision `6b2af64` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0128) |
| [argaaw/aved_eeg ↗](https://huggingface.co/datasets?search=aved_eeg) — Hugging Face · 2 files · 1,593,967,389 bytes · revision `012d88b` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0129) |
| [argaaw/dtu_eeg ↗](https://huggingface.co/datasets?search=dtu_eeg) — Hugging Face · 2 files · 1,769,888,541 bytes · revision `d147eac` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0130) |
| [argaaw/dtu_eeg_more_preproc ↗](https://huggingface.co/datasets?search=dtu_eeg_more_preproc) — Hugging Face · 2 files · 885,152,541 bytes · revision `3ca84d8` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0131) |
| [as674262040/pub_eeg ↗](https://huggingface.co/datasets?search=pub_eeg) — Hugging Face · 1,706 files · 57,125,727,523 bytes · revision `5dedd2a` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0132) |
| [aspire-osu/maestro-eeg-dataset ↗](https://huggingface.co/datasets?search=maestro-eeg-dataset) — Hugging Face · 9,055 files · 41,870,569,843 bytes · revision `de5773a` | — | `cc-by-nc-sa-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: access is granted automatically once a user accepts the conditions. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0133) |
| [atgarcia/EMGSoundFull ↗](https://huggingface.co/datasets?search=EMGSoundFull) — Hugging Face · 28 files · 4,788,839,046 bytes · revision `d91b344` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0134) |
| [atgarcia/EMGSoundTest ↗](https://huggingface.co/datasets?search=EMGSoundTest) — Hugging Face · 8 files · 1,587,698,562 bytes · revision `359450d` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0135) |
| [basematrix/ego-binocular-v1 ↗](https://huggingface.co/datasets?search=ego-binocular-v1) — Hugging Face · 55 files · 7,958,424,208 bytes · revision `d6c7a48` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0140) |
| [bcbl190626/SpanishBCBL ↗](https://huggingface.co/datasets?search=SpanishBCBL) — Hugging Face · 731 files · 280,382,552,015 bytes · revision `88f9096` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0141) |
| [brain-bzh/eegmat-prepro ↗](https://huggingface.co/datasets?search=eegmat-prepro) — Hugging Face · 5 files · 274,699,801 bytes · revision `754f567` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing.; Its card names EEGMAT as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0142) |
| [brain-bzh/reve-dataset ↗](https://huggingface.co/datasets?search=reve-dataset) — Hugging Face · 1,079 files · 4,849,604,127,659 bytes · revision `f07140e` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0143) |
| [braindecode/arithmetic_zyma2019 ↗](https://huggingface.co/datasets?search=arithmetic_zyma2019) — Hugging Face · 510 files · 122,373,830 bytes · revision `8359206` | — | `unknown` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0144) |
| [braindecode/bcic2020-3 ↗](https://huggingface.co/datasets?search=bcic2020-3) — Hugging Face · 351 files · 853,715,845 bytes · revision `8e2adde` | — | `unknown` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0145) |
| [braindecode/bcic2a ↗](https://huggingface.co/datasets?search=bcic2a) — Hugging Face · 762 files · 343,324,140 bytes · revision `3585206` | — | `unknown` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0146) |
| [braindecode/chbmit ↗](https://huggingface.co/datasets?search=chbmit) — Hugging Face · 4,793 files · 4,711,410,299 bytes · revision `3c7fc55` | — | `unknown` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0147) |
| [braindecode/faced ↗](https://huggingface.co/datasets?search=faced) — Hugging Face · 990 files · 3,716,389,982 bytes · revision `18c7335` | — | `unknown` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0151) |
| [braindecode/isruc-sleep ↗](https://huggingface.co/datasets?search=isruc-sleep) — Hugging Face · 1,392 files · 13,105,355,460 bytes · revision `beda681` | — | `unknown` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0152) |
| [braindecode/mdd_mumtaz2016 ↗](https://huggingface.co/datasets?search=mdd_mumtaz2016) — Hugging Face · 1,273 files · 1,046,316,816 bytes · revision `53cd9de` | — | `unknown` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0153) |
| [braindecode/physionet ↗](https://huggingface.co/datasets?search=physionet) — Hugging Face · 4,584 files · 1,450,253,680 bytes · revision `3c9cf8b` | — | `unknown` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0154) |
| [cagataydev/emotiv-ecot ↗](https://huggingface.co/datasets?search=emotiv-ecot) — Hugging Face · 7 files · 228,087 bytes · revision `f731954` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0155) |
| [charantejarangi123/EEG_dataset ↗](https://huggingface.co/datasets?search=EEG_dataset) — Hugging Face · 2 files · 474,228,379 bytes · revision `f47e6fc` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0156) |
| [conorhassan/fast-autoregressive-inference-eeg ↗](https://huggingface.co/datasets?search=fast-autoregressive-inference-eeg) — Hugging Face · 10,052 files · 2,666,627,427 bytes · revision `4a5921c` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0157) |
| [ctorre/self-calibrating-bci ↗](https://huggingface.co/datasets?search=self-calibrating-bci) — Hugging Face · 10 files · 40,826,464 bytes · revision `dadba68` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0158) |
| [dancinlab/anima-eeg-consciousness ↗](https://huggingface.co/datasets?search=anima-eeg-consciousness) — Hugging Face · 10 files · 10,785,549 bytes · revision `3462d99` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0159) |
| [deremustapha/FlexAdapt_EMG_Dataset ↗](https://huggingface.co/datasets?search=FlexAdapt_EMG_Dataset) — Hugging Face · 1,114 files · 87,076,006 bytes · revision `65a2716` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0161) |
| [dhioewhd/things-eeg ↗](https://huggingface.co/datasets?search=things-eeg) — Hugging Face · 33,519 files · 27,830,568,428 bytes · revision `041e68f` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0162) |
| [divyanshmaurya1/BCI_Data_new ↗](https://huggingface.co/datasets?search=BCI_Data_new) — Hugging Face · 102 files · 272,506,963 bytes · revision `fc1d17a` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Its card names Cho2017 as its source.; Matches Cho et al. 2017 motor imagery EEG (GigaDB 100295) in the source its card names and file names. That source’s terms page gives `cc0-1.0`; this upload’s licence tag is `cc-by-4.0` ([terms page captured 19 October 2026 ↗](https://doi.org/10.5524/100295)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0163) |
| [divyanshmaurya1/projectcerebro-eeg ↗](https://huggingface.co/datasets?search=projectcerebro-eeg) — Hugging Face · 4 files · 165,398,589 bytes · revision `cbfca4b` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0164) |
| [divyanshmaurya1/projectcerebro-eeg-parquet ↗](https://huggingface.co/datasets?search=projectcerebro-eeg-parquet) — Hugging Face · 2 files · 165,388,570 bytes · revision `e6fc153` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0165) |
| [eZWALT/price-of-attention ↗](https://huggingface.co/datasets?search=price-of-attention) — Hugging Face · 54 files · 4,288,935 bytes · revision `6fdd999` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0166) |
| [edessa/EMG ↗](https://huggingface.co/datasets?search=EMG) — Hugging Face · 703 files · 675,745,479,043 bytes · revision `66b9aa5` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0167) |
| [fabricioslv/omnimind-neuro-henry-obleser-meg-amfm ↗](https://huggingface.co/datasets?search=omnimind-neuro-henry-obleser-meg-amfm) — Hugging Face · 3 files · 3,465,177,068 bytes · revision `869163d` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0168) |
| [fenjoyoung/things-eeg ↗](https://huggingface.co/datasets?search=things-eeg) — Hugging Face · 33,519 files · 27,830,568,428 bytes · revision `58ee885` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0169) |
| [fracapuano/eeg2meg-large-tokenized ↗](https://huggingface.co/datasets?search=eeg2meg-large-tokenized) — Hugging Face · 24 files · 5,263,856,517 bytes · revision `4b6a8ba` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0170) |
| [fracapuano/eeg2meg-medium ↗](https://huggingface.co/datasets?search=eeg2meg-medium) — Hugging Face · 6 files · 1,852,370,434 bytes · revision `c07a283` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0171) |
| [fracapuano/eeg2meg-medium-tokenized ↗](https://huggingface.co/datasets?search=eeg2meg-medium-tokenized) — Hugging Face · 7 files · 1,355,157,621 bytes · revision `8958aec` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0172) |
| [fracapuano/eeg2meg-small-tokenized ↗](https://huggingface.co/datasets?search=eeg2meg-small-tokenized) — Hugging Face · 3 files · 587,554 bytes · revision `f8304fe` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0173) |
| [fracapuano/eeg2meg-tiny ↗](https://huggingface.co/datasets?search=eeg2meg-tiny) — Hugging Face · 3 files · 124,341,505 bytes · revision `de0d242` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0174) |
| [frthjf/spe1-zhao2026-benchmark ↗](https://huggingface.co/datasets?search=spe1-zhao2026-benchmark) — Hugging Face · 458 files · 157,090,735,679 bytes · revision `697ff26` | — | `cc-by-sa-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0175) |
| [gabrycina/eeg2meg-medium ↗](https://huggingface.co/datasets?search=eeg2meg-medium) — Hugging Face · 7 files · 1,617,384,905 bytes · revision `142c057` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0176) |
| [gabrycina/eeg2meg-tiny ↗](https://huggingface.co/datasets?search=eeg2meg-tiny) — Hugging Face · 5 files · 91,339,453 bytes · revision `3a4193f` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0177) |
| [gasparyanartur/things-eeg2 ↗](https://huggingface.co/datasets?search=things-eeg2) — Hugging Face · 86 files · 147,944,847,435 bytes · revision `0e2ad98` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0178) |
| [graycatHCO3/BCICIV_2A_tensor ↗](https://huggingface.co/datasets?search=BCICIV_2A_tensor) — Hugging Face · 4 files · 873,061,971 bytes · revision `4a4178b` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches BCI Competition IV data sets in dataset name and file names ([terms page captured 19 October 2026 ↗](https://www.bbci.de/competition/iv/)).; Matches BNCI Horizon 2020 data sets catalogue in dataset name and file names ([terms page captured 19 October 2026 ↗](https://bnci-horizon-2020.eu/database/data-sets)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0179) |
| [graycatHCO3/BCICIV_2B ↗](https://huggingface.co/datasets?search=BCICIV_2B) — Hugging Face · 3 files · 234,811,217 bytes · revision `621e8d4` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0180) |
| [graycatHCO3/BI_BCI2000_MELR ↗](https://huggingface.co/datasets?search=BI_BCI2000_MELR) — Hugging Face · 6 files · 271,748,783 bytes · revision `2dc1294` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0181) |
| [graycatHCO3/bi_bci2000_MELR_tensor ↗](https://huggingface.co/datasets?search=bi_bci2000_MELR_tensor) — Hugging Face · 4 files · 1,538,523,797 bytes · revision `103fa8c` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches physionet-eegmmidb-1.0.0 in file names. That source’s terms page gives `odc-by-1.0`; this upload’s licence tag is `mit` ([terms page captured 19 October 2026 ↗](https://physionet.org/content/eegmmidb/1.0.0/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0182) |
| [graycatHCO3/comp90051-eegmmidb-prepared-20261014 ↗](https://huggingface.co/datasets?search=comp90051-eegmmidb-prepared-20261014) — Hugging Face · 21 files · 6,164,180,502 bytes · revision `4e2b01c` | — | `odc-by` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: the uploader approves each request. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0183) |
| [graycatHCO3/eegmmidb_0to8_cross ↗](https://huggingface.co/datasets?search=eegmmidb_0to8_cross) — Hugging Face · 108 files · 5,640,370,929 bytes · revision `8f41187` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches physionet-eegmmidb-1.0.0 in dataset name and file names. That source’s terms page gives `odc-by-1.0`; this upload’s licence tag is `mit` ([terms page captured 19 October 2026 ↗](https://physionet.org/content/eegmmidb/1.0.0/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0184) |
| [graycatHCO3/eegmmidb_denoised ↗](https://huggingface.co/datasets?search=eegmmidb_denoised) — Hugging Face · 4 files · 10,923,930,602 bytes · revision `cbb7ac9` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0185) |
| [graycatHCO3/eegmmidb_tensor ↗](https://huggingface.co/datasets?search=eegmmidb_tensor) — Hugging Face · 111 files · 21,391,137,123 bytes · revision `2d52322` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches physionet-eegmmidb-1.0.0 in dataset name and file names. That source’s terms page gives `odc-by-1.0`; this upload’s licence tag is `mit` ([terms page captured 19 October 2026 ↗](https://physionet.org/content/eegmmidb/1.0.0/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0186) |
| [gsbcilab/bci-dataset-v4 ↗](https://huggingface.co/datasets?search=bci-dataset-v4) — Hugging Face · 9,535 files · 346,810,129 bytes · revision `2be08b2` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0187) |
| [gxyi/SEED_Processwd_EEG ↗](https://huggingface.co/datasets?search=SEED_Processwd_EEG) — Hugging Face · 2 files · 166,929,326 bytes · revision `a78590f` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0188) |
| [gymprathap/Brain-Computer-Interaction-Eye-State-Classification ↗](https://huggingface.co/datasets?search=Brain-Computer-Interaction-Eye-State-Classification) — Hugging Face · 3 files · 1,694,181 bytes · revision `e83baf9` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches EEG Eye State (UCI Machine Learning Repository, id 264) in column names and example counts. That source’s terms page gives `cc-by-4.0`; this upload’s licence tag is `apache-2.0` ([terms page captured 19 October 2026 ↗](https://archive.ics.uci.edu/dataset/264/eeg+eye+state)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0189) |
| [hamedtu/eeg-motor-imagery-data ↗](https://huggingface.co/datasets?search=eeg-motor-imagery-data) — Hugging Face · 9 files · 326,712,120 bytes · revision `637e3e6` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0190) |
| [heee565/SpanishBCBL ↗](https://huggingface.co/datasets?search=SpanishBCBL) — Hugging Face · revision `3bee883` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0191) |
| [hezy18/EEG-SVRec ↗](https://huggingface.co/datasets?search=EEG-SVRec) — Hugging Face · 31 files · 63,782,652,030 bytes · revision `2597392` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0192) |
| [iatosh/SleepEDF-V-Dataset ↗](https://huggingface.co/datasets?search=SleepEDF-V-Dataset) — Hugging Face · 6 files · 1,879,287,226 bytes · revision `9c32725` | — | `odc-by` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0193) |
| [illusion-brain/primate-spike-20ms ↗](https://huggingface.co/datasets?search=primate-spike-20ms) — Hugging Face · 72 files · 2,403,825,941 bytes · revision `0e230bf` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0194) |
| [introvoyz042/Egocentric-EMG-Force ↗](https://huggingface.co/datasets?search=Egocentric-EMG-Force) — Hugging Face · 14 files · 8,433,938,159 bytes · revision `3c2dcf5` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0195) |
| [jalauer/Albrecht2019 ↗](https://huggingface.co/datasets?search=Albrecht2019) — Hugging Face · 377 files · 28,914,297,274 bytes · revision `53b7c87` | — | `pddl` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0196) |
| [jalauer/Brown2020 ↗](https://huggingface.co/datasets?search=Brown2020) — Hugging Face · 143 files · 18,305,287,769 bytes · revision `b33cb61` | — | `pddl` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0197) |
| [jalauer/Cavanagh2018a ↗](https://huggingface.co/datasets?search=Cavanagh2018a) — Hugging Face · 81 files · 12,337,929,879 bytes · revision `c00e673` | — | `pddl` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0198) |
| [jalauer/Cavanagh2018b ↗](https://huggingface.co/datasets?search=Cavanagh2018b) — Hugging Face · 91 files · 2,088,813,253 bytes · revision `3859849` | — | `pddl` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0199) |
| [jalauer/Cavanagh2019 ↗](https://huggingface.co/datasets?search=Cavanagh2019) — Hugging Face · 225 files · 48,634,141,402 bytes · revision `2b799ac` | — | `pddl` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0200) |
| [jalauer/Gruendler2009 ↗](https://huggingface.co/datasets?search=Gruendler2009) — Hugging Face · 63 files · 7,385,925,457 bytes · revision `a2fa8aa` | — | `pddl` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0201) |
| [jalauer/Singh2018 ↗](https://huggingface.co/datasets?search=Singh2018) — Hugging Face · 123 files · 100,235,121,847 bytes · revision `5e427d4` | — | `pddl` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0202) |
| [jalauer/Singh2020 ↗](https://huggingface.co/datasets?search=Singh2020) — Hugging Face · 1,123 files · 4,068,828,564 bytes · revision `7a78668` | — | `pddl` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0203) |
| [jalauer/Singh2021 ↗](https://huggingface.co/datasets?search=Singh2021) — Hugging Face · 391 files · 23,488,664,118 bytes · revision `85a6b39` | — | `pddl` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0204) |
| [jamie33/July ↗](https://huggingface.co/datasets?search=July) — Hugging Face · 86,652 files · 365,826,927,648 bytes · revision `ed0109c` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0205) |
| [jasontchan/2025-07-29-emg-pick-place-yellow-block ↗](https://huggingface.co/datasets?search=2025-07-29-emg-pick-place-yellow-block) — Hugging Face · 206 files · 1,384,705,978 bytes · revision `2dffb94` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0206) |
| [jasontchan/emg-gestures-pick-place-correct-block-pp ↗](https://huggingface.co/datasets?search=emg-gestures-pick-place-correct-block-pp) — Hugging Face · 222 files · 1,522,037,405 bytes · revision `6b6bc7c` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0207) |
| [jasontchan/emg-gestures-pick-place-yellow-block ↗](https://huggingface.co/datasets?search=emg-gestures-pick-place-yellow-block) — Hugging Face · 206 files · 1,397,309,297 bytes · revision `c7e064c` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0208) |
| [jasontchan/emg-gestures-pick-place-yellow-block-new ↗](https://huggingface.co/datasets?search=emg-gestures-pick-place-yellow-block-new) — Hugging Face · 14 files · 35,472,181 bytes · revision `3008e4e` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0209) |
| [jasontchan/emg-gestures-pick-place-yellow-block-pp ↗](https://huggingface.co/datasets?search=emg-gestures-pick-place-yellow-block-pp) — Hugging Face · 206 files · 1,532,534,419 bytes · revision `8558043` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0210) |
| [jasontchan/emg-gestures-task3-edit ↗](https://huggingface.co/datasets?search=emg-gestures-task3-edit) — Hugging Face · 198 files · 1,983,911,643 bytes · revision `f99d0aa` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0216) |
| [jasontchan/emg-pick-place-yellow-block ↗](https://huggingface.co/datasets?search=emg-pick-place-yellow-block) — Hugging Face · 159 files · 1,510,889,044 bytes · revision `b588b29` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0218) |
| [jasontchan/emg-pick-place-yellow-block-pp ↗](https://huggingface.co/datasets?search=emg-pick-place-yellow-block-pp) — Hugging Face · 156 files · 1,368,226,723 bytes · revision `597ebb2` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0219) |
| [jasontchan/emg-test ↗](https://huggingface.co/datasets?search=emg-test) — Hugging Face · 15 files · 143,786,647 bytes · revision `9a6855c` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0220) |
| [jasontchan/pick-place-three-blocks-full-emg-corrected ↗](https://huggingface.co/datasets?search=pick-place-three-blocks-full-emg-corrected) — Hugging Face · 60 files · 1,954,052,600 bytes · revision `268079b` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0231) |
| [jatshi/CAS_EEG ↗](https://huggingface.co/datasets?search=CAS_EEG) — Hugging Face · 16 files · 22,321,373,716 bytes · revision `8a18106` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0234) |
| [jlgr/EMG-Dataset ↗](https://huggingface.co/datasets?search=EMG-Dataset) — Hugging Face · 19,767 files · 675,553 bytes · revision `8364765` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0235) |
| [jomonjoseph98/real-eeg ↗](https://huggingface.co/datasets?search=real-eeg) — Hugging Face · 7 files · 531,293 bytes · revision `97dd8af` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0236) |
| [jonathan-lys/reve-atlas ↗](https://huggingface.co/datasets?search=reve-atlas) — Hugging Face · 54 files · 3,182,997,399 bytes · revision `a1d6ca2` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0237) |
| [justkha05/EEG ↗](https://huggingface.co/datasets?search=EEG) — Hugging Face · 397 files · 8,715,150,753 bytes · revision `d593938` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0238) |
| [kgarg47/kahlus-raw-eeg-waveforms-efa0d90 ↗](https://huggingface.co/datasets?search=kahlus-raw-eeg-waveforms-efa0d90) — Hugging Face · 4,378 files · 79,888,820,959 bytes · revision `2e93a74` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0239) |
| [kkchaulagain/LieWaves-EEG ↗](https://huggingface.co/datasets?search=LieWaves-EEG) — Hugging Face · 3 files · 6,991,046 bytes · revision `b5cfeab` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0240) |
| [kristinbranson/neurodata-reuse-zhang2025 ↗](https://huggingface.co/datasets?search=neurodata-reuse-zhang2025) — Hugging Face · 1,750 files · 49,440,663,334 bytes · revision `b134ad2` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0241) |
| [lee-jhwn/multimodal-speech-biosignals ↗](https://huggingface.co/datasets?search=multimodal-speech-biosignals) — Hugging Face · 369 files · 1,189,600,689 bytes · revision `2e36764` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: the uploader approves each request. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0243) |
| [lemon2004/DREAMS ↗](https://huggingface.co/datasets?search=DREAMS) — Hugging Face · 19 files · 4,259,338,561 bytes · revision `b131c6d` | — | `cc-by-nc-sa-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0244) |
| [liverman/EEG_DECODE ↗](https://huggingface.co/datasets?search=EEG_DECODE) — Hugging Face · 16 files · 21,374,064,363 bytes · revision `5a91bb9` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches THINGS-EEG2 (Gifford et al. 2022) in file hashes. That source’s terms page gives `cc-by-4.0`; this upload’s licence tag is `apache-2.0` ([terms page captured 19 October 2026 ↗](https://osf.io/3jk45/)).; Matches THINGS object image database in file hashes ([terms page captured 19 October 2026 ↗](https://osf.io/download/ahg2k/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0245) |
| [liyongsea/THINGS_EEG_Test ↗](https://huggingface.co/datasets?search=THINGS_EEG_Test) — Hugging Face · 13 files · 2,444,622,232 bytes · revision `6f69761` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0246) |
| [luigi-s/EEG_Image_CVPR_ALL_subj ↗](https://huggingface.co/datasets?search=EEG_Image_CVPR_ALL_subj) — Hugging Face · 12 files · 1,705,330,595 bytes · revision `b8e5c68` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0247) |
| [luigi-s/EEG_Image_TVIZ_ALL_subj ↗](https://huggingface.co/datasets?search=EEG_Image_TVIZ_ALL_subj) — Hugging Face · 37 files · 13,164,881,638 bytes · revision `1eba80b` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0248) |
| [madteam/thinking-bciciv2a ↗](https://huggingface.co/datasets?search=thinking-bciciv2a) — Hugging Face · 4 files · 214,854,413 bytes · revision `1cd0dea` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0249) |
| [malansi/EMG-Gesture-Dataset ↗](https://huggingface.co/datasets?search=EMG-Gesture-Dataset) — Hugging Face · 10 files · 12,080,547 bytes · revision `27dc1e5` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0250) |
| [marical/eeg-eye-state ↗](https://huggingface.co/datasets?search=eeg-eye-state) — Hugging Face · 2 files · 1,762,308 bytes · revision `171784a` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0251) |
| [matvelen6369/eeg_data ↗](https://huggingface.co/datasets?search=eeg_data) — Hugging Face · 15 files · 4,934,972,199 bytes · revision `51edd5b` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0252) |
| [matvelen6369/eeg_data_disoder ↗](https://huggingface.co/datasets?search=eeg_data_disoder) — Hugging Face · 11 files · 2,891,512,799 bytes · revision `240c388` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0253) |
| [mod1155/CineBrain ↗](https://huggingface.co/datasets?search=CineBrain) — Hugging Face · 19 files · 140,971,724,389 bytes · revision `31bbf1f` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0254) |
| [monster-monash/CrowdSourced ↗](https://huggingface.co/datasets?search=CrowdSourced) — Hugging Face · 16 files · 918,541,922 bytes · revision `18ab93f` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0255) |
| [monster-monash/DREAMERA ↗](https://huggingface.co/datasets?search=DREAMERA) — Hugging Face · 12 files · 2,444,489,648 bytes · revision `7a55408` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Its card names DREAMER as its source.; Matches DREAMER in the source its card names. That source is available on request; this upload’s licence tag is `other` ([terms page captured 19 October 2026 ↗](https://zenodo.org/records/546113)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0256) |
| [monster-monash/DREAMERV ↗](https://huggingface.co/datasets?search=DREAMERV) — Hugging Face · 11 files · 2,443,127,553 bytes · revision `2bfd78c` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Its card names DREAMER as its source.; Matches DREAMER in the source its card names. That source is available on request; this upload’s licence tag is `other` ([terms page captured 19 October 2026 ↗](https://zenodo.org/records/546113)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0257) |
| [musicji83/amigos-eeg-dataset ↗](https://huggingface.co/datasets?search=amigos-eeg-dataset) — Hugging Face · 41 files · 3,877,621,403 bytes · revision `f3234f6` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | No licence tag on its Hugging Face listing.; Matches AMIGOS in byte counts, file count, and file names. That source is released under a signed agreement; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://www.eecs.qmul.ac.uk/mmv/datasets/amigos/download.html)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0259) |
| [mysteriousauthor/spikeprophecy-steinmetz ↗](https://huggingface.co/datasets?search=spikeprophecy-steinmetz) — Hugging Face · 43 files · 1,761,488,739 bytes · revision `04b11ea` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0260) |
| [nagyadam97/EEG_records_raw_schizophrenia_bipolar ↗](https://huggingface.co/datasets?search=EEG_records_raw_schizophrenia_bipolar) — Hugging Face · 88 files · 26,985,895,091 bytes · revision `17917b6` | — | `cc-by-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0261) |
| [naplabdataset/mov-aad ↗](https://huggingface.co/datasets?search=mov-aad) — Hugging Face · 165 files · 319,780,688,436 bytes · revision `45e7dde` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0262) |
| [nariow/EEG-Electrode-Shift-Dataset ↗](https://huggingface.co/datasets?search=EEG-Electrode-Shift-Dataset) — Hugging Face · 42 files · 29,035,639,837 bytes · revision `c7cf8f7` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0263) |
| [neukym/kymata-soto ↗](https://huggingface.co/datasets?search=kymata-soto) — Hugging Face · 715 files · 174,637,019,414 bytes · revision `dd4cc91` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0264) |
| [neurodeskorg/eeg-frequency-tagging-sample ↗](https://huggingface.co/datasets?search=eeg-frequency-tagging-sample) — Hugging Face · 4 files · 157,379,440 bytes · revision `b04151e` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0265) |
| [neurofusion/eeg-restingstate ↗](https://huggingface.co/datasets?search=eeg-restingstate) — Hugging Face · 155 files · 694,723,700 bytes · revision `fe43ac7` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0266) |
| [neuroinfinite/fnirs-finekyber ↗](https://huggingface.co/datasets?search=fnirs-finekyber) — Hugging Face · 31 files · 1,410,808,755 bytes · revision `9405799` | — | `cc-by-nc-sa-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches Guevara et al. 2024 fNIRS motor-cortex dataset (Parkinson's disease) in the source its card names. That source’s terms page gives `cc-by-4.0`; this upload’s licence tag is `cc-by-nc-sa-4.0` ([terms page captured 19 October 2026 ↗](https://zenodo.org/records/7966830)).; Matches Multiple-session NIRS recordings from stroke patients controlling a BCI (Isaev et al. 2024) in the source its card names. That source’s terms page gives `cc-by-4.0`; this upload’s licence tag is `cc-by-nc-sa-4.0` ([terms page captured 19 October 2026 ↗](https://www.nitrc.org/doi/landing_page.php?table=groups&id=1650&doi=10.25790/bml0cm.167)).; Matches ASTaUND fNIRS dataset (Kamat et al. 2023) in the source its card names. That source’s terms page gives `cc0-1.0`; this upload’s licence tag is `cc-by-nc-sa-4.0` ([terms page captured 19 October 2026 ↗](https://doi.org/10.6084/m9.figshare.23643138.v1)).; Matches fNIRS Finger Tapping Data in BIDS Format (Luke et al.) in the source its card names ([terms page captured 19 October 2026 ↗](https://zenodo.org/records/5529797)).; Matches fNIRS resting state with motion artifacts (Yucel et al. 2014) in the source its card names. That source’s terms page gives `bsd`; this upload’s licence tag is `cc-by-nc-sa-4.0` ([terms page captured 19 October 2026 ↗](https://www.nitrc.org/projects/yucel14motion/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0267) |
| [omarfirdaus101/emg-cyton-digits ↗](https://huggingface.co/datasets?search=emg-cyton-digits) — Hugging Face · 6 files · 70,637,742 bytes · revision `af097c4` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0268) |
| [opsecsystems/D1D2_Fundamental ↗](https://huggingface.co/datasets?search=D1D2_Fundamental) — Hugging Face · 974 files · 6,832,718,344 bytes · revision `4e4a0d1` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: the uploader approves each request. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0269) |
| [opsecsystems/eegdream ↗](https://huggingface.co/datasets?search=eegdream) — Hugging Face · 3 files · 12,856,975 bytes · revision `d1d5978` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0270) |
| [perottofederico/EEGCVPR40-captions ↗](https://huggingface.co/datasets?search=EEGCVPR40-captions) — Hugging Face · 12 files · 1,746,881,045 bytes · revision `6e26220` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0271) |
| [perottofederico/EEGCVPR40_GoodCaptions ↗](https://huggingface.co/datasets?search=EEGCVPR40_GoodCaptions) — Hugging Face · 50 files · 21,156,860,899 bytes · revision `c13cf7c` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0272) |
| [perottofederico/EEGCVPR40_good_captions ↗](https://huggingface.co/datasets?search=EEGCVPR40_good_captions) — Hugging Face · 12 files · 1,704,243,765 bytes · revision `8ffbf56` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0273) |
| [perottofederico/things-eeg ↗](https://huggingface.co/datasets?search=things-eeg) — Hugging Face · 162 files · 54,194,614,603 bytes · revision `2850daa` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0274) |
| [phuongbtmp/EEG2Speech ↗](https://huggingface.co/datasets?search=EEG2Speech) — Hugging Face · 4,807 files · 70,761,809 bytes · revision `72a8d33` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | No licence tag on its Hugging Face listing.; Gated on Hugging Face: the uploader approves each request. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0275) |
| [prastab/eeg-processed-train-dataset ↗](https://huggingface.co/datasets?search=eeg-processed-train-dataset) — Hugging Face · 78 files · 14,261,009,488 bytes · revision `89cb03d` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0276) |
| [praxilon76/Sample_data ↗](https://huggingface.co/datasets?search=Sample_data) — Hugging Face · 16,645 files · 8,581,997,442 bytes · revision `7d0b139` | — | `unknown` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: access is granted automatically once a user accepts the conditions. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0277) |
| [pyinglie/EEG-To-Text_Datasets ↗](https://huggingface.co/datasets?search=EEG-To-Text_Datasets) — Hugging Face · 78 files · 69,447,746,815 bytes · revision `97e14eb` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0278) |
| [pyinglie/EEG-To-Text_Preprocessed ↗](https://huggingface.co/datasets?search=EEG-To-Text_Preprocessed) — Hugging Face · 9 files · 5,111,299,297 bytes · revision `af5f576` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0279) |
| [raei/Brunner-2008-BCICompetition2008GrazDataSetA ↗](https://huggingface.co/datasets?search=Brunner-2008-BCICompetition2008GrazDataSetA) — Hugging Face · 22 files · 780,098,116 bytes · revision `a51c59d` | — | `cc-by-nd-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0280) |
| [raei/Jeong-2022-InternationalBCICompetition2020Review-track3 ↗](https://huggingface.co/datasets?search=Jeong-2022-InternationalBCICompetition2020Review-track3) — Hugging Face · 52 files · 2,326,563,932 bytes · revision `60718f1` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | Its card names BCIComp2020 as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0281) |
| [raei/Khanday-2026-EEGFoundationModelsSpeechDecodingBenchmark ↗](https://huggingface.co/datasets?search=Khanday-2026-EEGFoundationModelsSpeechDecodingBenchmark) — Hugging Face · 536 files · 22,025,725,694 bytes · revision `b87226f` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0282) |
| [raei/Kunz-2025-InnerSpeechMotorCortexImplicationsSpeechNeuroprostheses ↗](https://huggingface.co/datasets?search=Kunz-2025-InnerSpeechMotorCortexImplicationsSpeechNeuroprostheses) — Hugging Face · 84 files · 11,500,388,137 bytes · revision `3f4006d` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0283) |
| [raei/Nieto-2022-ThinkingOutLoudOpenAccessEEGBasedBCIDatasetInnerSpeech ↗](https://huggingface.co/datasets?search=Nieto-2022-ThinkingOutLoudOpenAccessEEGBasedBCIDatasetInnerSpeech) — Hugging Face · 185 files · 26,828,601,779 bytes · revision `e0a07f4` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | Its card names Nieto2022 as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0284) |
| [raei/Schalk-2009-EEGMotorMovementImagery ↗](https://huggingface.co/datasets?search=Schalk-2009-EEGMotorMovementImagery) — Hugging Face · 3,061 files · 3,614,974,014 bytes · revision `d9c07d0` | — | `odc-by` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0285) |
| [rishab-iyer1/mindeye_ieeg ↗](https://huggingface.co/datasets?search=mindeye_ieeg) — Hugging Face · 16,917 files · 55,331,509,685 bytes · revision `63315ee` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | No licence tag on its Hugging Face listing.; Matches Natural Scenes Dataset (NSD) in file names. That source requires registration; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://cvnlab.slite.page/p/IB6BSeW_7o/Terms-and-Conditions)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0286) |
| [riteshhf/tsfp-repro-adftd-processed ↗](https://huggingface.co/datasets?search=tsfp-repro-adftd-processed) — Hugging Face · 12 files · 1,358,220,335 bytes · revision `74286a5` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0287) |
| [rverma0631/eeg40 ↗](https://huggingface.co/datasets?search=eeg40) — Hugging Face · 2 files · 18,354,457,929 bytes · revision `240a2d0` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0288) |
| [sajjad5221/eeg2text-emmt-dataset ↗](https://huggingface.co/datasets?search=eeg2text-emmt-dataset) — Hugging Face · 5 files · 19,876,530 bytes · revision `4d6a44b` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0289) |
| [sajjad5221/eeg2text-emmt-dataset-unique-sentences ↗](https://huggingface.co/datasets?search=eeg2text-emmt-dataset-unique-sentences) — Hugging Face · 5 files · 36,048,867 bytes · revision `09caa21` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0290) |
| [sajjad5221/emmt-eeg-raw-phases ↗](https://huggingface.co/datasets?search=emmt-eeg-raw-phases) — Hugging Face · 7 files · 90,833,978 bytes · revision `9806cb2` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0291) |
| [sarveshrbabu/eeg-seizure-data ↗](https://huggingface.co/datasets?search=eeg-seizure-data) — Hugging Face · 221 files · 13,334,989,115 bytes · revision `fddd8dc` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0292) |
| [skywalker-p/EEG_2d ↗](https://huggingface.co/datasets?search=EEG_2d) — Hugging Face · 121 files · 15,360,017,821 bytes · revision `3a71cc9` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0293) |
| [skywalker-p/PAIR ↗](https://huggingface.co/datasets?search=PAIR) — Hugging Face · 2,171 files · 8,114,705,448 bytes · revision `73d3330` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0294) |
| [smam/chb-mit-seizure-windows-2to1 ↗](https://huggingface.co/datasets?search=chb-mit-seizure-windows-2to1) — Hugging Face · 8 files · 3,046,430,860 bytes · revision `964002e` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches CHB-MIT Scalp EEG Database (PhysioNet chbmit 1.0.0) in the source its card names. That source’s terms page gives `odc-by-1.0`; this upload’s licence tag is `cc-by-4.0` ([terms page captured 19 October 2026 ↗](https://physionet.org/content/chbmit/1.0.0/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0295) |
| [smam/tuh-eeg ↗](https://huggingface.co/datasets?search=tuh-eeg) — Hugging Face · 11,128 files · 2,175,495,133,396 bytes · revision `2d50a5e` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | No licence tag on its Hugging Face listing.; Gated on Hugging Face: the uploader approves each request.; Matches TUH EEG Corpus in folder names. That source is released under a signed agreement; this upload has no licence tag ([terms page captured 19 October 2026 ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0296) |
| [srimeenakshiks/eeg-biometric-data ↗](https://huggingface.co/datasets?search=eeg-biometric-data) — Hugging Face · 176 files · 425,887,560 bytes · revision `297c302` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0297) |
| [strawcoder33/bci-mamba-data ↗](https://huggingface.co/datasets?search=bci-mamba-data) — Hugging Face · 142 files · 25,044,062,776 bytes · revision `f135d98` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0298) |
| [tankalapavankalyan/exp01-eeg-to-text-sentences ↗](https://huggingface.co/datasets?search=exp01-eeg-to-text-sentences) — Hugging Face · 127 files · 71,606,968,889 bytes · revision `957f0f2` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0299) |
| [tobisns/multisource-eeg-motorimagery ↗](https://huggingface.co/datasets?search=multisource-eeg-motorimagery) — Hugging Face · 7 files · 4,881,719,195 bytes · revision `57a6412` | — | `unknown` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0300) |
| [tqxg2022/EEG3D ↗](https://huggingface.co/datasets?search=EEG3D) — Hugging Face · 29 files · 76,579,598,133 bytes · revision `3512601` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0301) |
| tttgxias/Omni-iEEG — Hugging Face · 4,270 files · 159,246,369,342 bytes · revision `c2fb59e` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0302) |
| [ut-vision/EgoBrain-Mini ↗](https://huggingface.co/datasets?search=EgoBrain-Mini) — Hugging Face · 17,520 files · 44,568,261,067 bytes · revision `dfd2906` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: the uploader approves each request. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0303) |
| [velvet-pine-22/PULSE ↗](https://huggingface.co/datasets?search=PULSE) — Hugging Face · 3,623 files · 78,365,484,728 bytes · revision `5c87906` | — | `cc-by-nc-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0304) |
| [wang124/L-Mind ↗](https://huggingface.co/datasets?search=L-Mind) — Hugging Face · 12,012 files · 2,422,510,990 bytes · revision `6557307` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0305) |
| [wbxlala/sleep_edf_3he1 ↗](https://huggingface.co/datasets?search=sleep_edf_3he1) — Hugging Face · 4 files · 102,253,079 bytes · revision `999708c` | — | `odc-by` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0308) |
| [wbxlala/sleep_edf_str ↗](https://huggingface.co/datasets?search=sleep_edf_str) — Hugging Face · 4 files · 309,018,401 bytes · revision `1c77f75` | — | `odc-by` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0309) |
| [wd41/isruc-sleep ↗](https://huggingface.co/datasets?search=isruc-sleep) — Hugging Face · 1,392 files · 13,105,355,460 bytes · revision `85bae4c` | — | `unknown` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0310) |
| [whhhy123/EEGAgentBenchmark ↗](https://huggingface.co/datasets?search=EEGAgentBenchmark) — Hugging Face · 1,041 files · 24,244,825,183 bytes · revision `7df779a` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0311) |
| [windwerfer/neurofeed-eeg-windows ↗](https://huggingface.co/datasets?search=neurofeed-eeg-windows) — Hugging Face · 1,700 files · 2,738,924,606 bytes · revision `43e5bc9` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0312) |
| [woldier/eeg_denoise_dataset ↗](https://huggingface.co/datasets?search=eeg_denoise_dataset) — Hugging Face · 6 files · 1,871,560,176 bytes · revision `1835df9` | — | `apache-2.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Matches EEGdenoiseNet (NCClab, Southern University of Science and Technology) in the source its card names. That source’s terms page gives `mit`; this upload’s licence tag is `apache-2.0` ([terms page captured 19 October 2026 ↗](https://github.com/ncclabsustech/EEGdenoiseNet/blob/8d290661146c7189c98cc04812d37371d4b9426c/LICENSE)).; Matches Semi-simulated EEG/EOG dataset for EOG artifact rejection (Klados and Bamidis 2016) in the source its card names. That source’s terms page gives `cc-by-4.0`; this upload’s licence tag is `apache-2.0` ([terms page captured 19 October 2026 ↗](https://data.mendeley.com/datasets/wb6yvr725d/1)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0313) |
| [xkoo115/UnifiedNeuroGen-Demo-Dataset ↗](https://huggingface.co/datasets?search=UnifiedNeuroGen-Demo-Dataset) — Hugging Face · 291 files · 7,108,055,842 bytes · revision `aa85843` | — | `mit` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0314) |
| [xw1216/openneuro-ds005178-eesm23-v1-0-0-transfer ↗](https://huggingface.co/datasets?search=openneuro-ds005178-eesm23-v1-0-0-transfer) — Hugging Face · 10 files · 41,598,867,606 bytes · revision `04474ed` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: the uploader approves each request.; Its card names EESM23 · Ear-EEG Sleep Monitoring 2023 as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0315) |
| [xw1216/openneuro-ds005185-eesm19-raw-v1-0-2 ↗](https://huggingface.co/datasets?search=openneuro-ds005185-eesm19-raw-v1-0-2) — Hugging Face · 3,556 files · 841,008,537,323 bytes · revision `1dbffee` | — | `cc0-1.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: the uploader approves each request.; Its card names EESM19 scalp subset as its source. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0316) |
| [xw1216/openneuro-hbn-eeg-releases-v1-0-1 ↗](https://huggingface.co/datasets?search=openneuro-hbn-eeg-releases-v1-0-1) — Hugging Face · 15 files · 1,748,294,708,998 bytes · revision `8b6c69a` | — | `cc-by-sa-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | Gated on Hugging Face: the uploader approves each request. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0317) |
| [xw1216/tuh-eeg-cloud-transfer ↗](https://huggingface.co/datasets?search=tuh-eeg-cloud-transfer) — Hugging Face · 286 files · 1,756,624,868,397 bytes · revision `32fdab0` | — | `other` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the re-upload rule | Gated on Hugging Face: the uploader approves each request.; Its card names TUH EEG Corpus as its source.; Matches TUH EEG Corpus in the source its card names. That source is released under a signed agreement; this upload’s licence tag is `other` ([terms page captured 19 October 2026 ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/)). [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0318) |
| [yefllower/EEGFaceSem ↗](https://huggingface.co/datasets?search=EEGFaceSem) — Hugging Face · 187 files · 26,200,306,457 bytes · revision `49930c9` | — | `cc-by-4.0` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0319) |
| [yushiran/fnirs_fmri_stroop ↗](https://huggingface.co/datasets?search=fnirs_fmri_stroop) — Hugging Face · 2 files · 803,958,814 bytes · revision `ee72b66` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0320) |
| [yushiran/fnirs_stroop ↗](https://huggingface.co/datasets?search=fnirs_stroop) — Hugging Face · 2 files · 291,442 bytes · revision `e0bc801` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0321) |
| [zl3030/reliant-bci-nlb-public-raw ↗](https://huggingface.co/datasets?search=reliant-bci-nlb-public-raw) — Hugging Face · 2 files · 2,209,607,742 bytes · revision `e078a5d` | — | `none` — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | No licence tag on its Hugging Face listing. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0322) |
| [SanderGi/lerobot-eeg-test* ↗](https://huggingface.co/datasets?search=lerobot-eeg-test) — Hugging Face · 1,106,524,422 bytes in all | — | `apache-2.0` (22) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 22 repositories by SanderGi in the series “lerobot-eeg-test”, listed as one row. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0323) |
| [dbzfan2012/lerobot-eeg-test* ↗](https://huggingface.co/datasets?search=lerobot-eeg-test) — Hugging Face · 97,479,718 bytes in all | — | `none` (5), `apache-2.0` (1) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 6 repositories by dbzfan2012 in the series “lerobot-eeg-test”, listed as one row.; 5 of 6 members carry no licence tag. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0324) |
| [perottofederico/things-eeg-captions* ↗](https://huggingface.co/datasets?search=things-eeg-captions) — Hugging Face · 345,309,729,711 bytes in all | — | `none` (13) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 13 repositories by perottofederico in the series “things-eeg-captions”, listed as one row.; 13 of 13 members carry no licence tag. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0325) |
| [tankalapavankalyan/ds007808* ↗](https://huggingface.co/datasets?search=ds007808) — Hugging Face · 330,175,482,488 bytes in all | — | `cc0-1.0` (1) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 1 repository by tankalapavankalyan in the series “ds007808”, listed as one row. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0326) |
| [Kkuntal990/bnci* ↗](https://huggingface.co/datasets?search=bnci) — Hugging Face · 22,800,659 bytes in all | — | `unknown` (4) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 4 repositories by Kkuntal990 in the series “bnci”, listed as one row. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0327) |
| [Kkuntal990/test* ↗](https://huggingface.co/datasets?search=test) — Hugging Face · 22,800,659 bytes in all | — | `unknown` (4) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 4 repositories by Kkuntal990 in the series “test”, listed as one row. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0328) |
| [SanderGi/eval_lerobot-eeg-test* ↗](https://huggingface.co/datasets?search=eval_lerobot-eeg-test) — Hugging Face · 6,252,710 bytes in all | — | `apache-2.0` (1), `none` (1) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 2 repositories by SanderGi in the series “eval_lerobot-eeg-test”, listed as one row.; 1 of 2 members carries no licence tag. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0329) |
| [atgarcia/EMGSoundTrain* ↗](https://huggingface.co/datasets?search=EMGSoundTrain) — Hugging Face · 3,200,955,982 bytes in all | — | `none` (4) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 4 repositories by atgarcia in the series “EMGSoundTrain”, listed as one row.; 4 of 4 members carry no licence tag. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0330) |
| [braindecode/example_dataset* ↗](https://huggingface.co/datasets?search=example_dataset) — Hugging Face · 21,800,049 bytes in all | — | `unknown` (3) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 3 repositories by braindecode in the series “example_dataset”, listed as one row. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0331) |
| [jasontchan/emg-gestures-task* ↗](https://huggingface.co/datasets?search=emg-gestures-task) — Hugging Face · 10,545,603,049 bytes in all | — | `apache-2.0` (6) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 6 repositories by jasontchan in the series “emg-gestures-task”, listed as one row. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0332) |
| [jasontchan/eval_emg-task1-bigger* ↗](https://huggingface.co/datasets?search=eval_emg-task1-bigger) — Hugging Face · 1,661,249,331 bytes in all | — | `apache-2.0` (5) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 5 repositories by jasontchan in the series “eval_emg-task1-bigger”, listed as one row. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0333) |
| [jasontchan/eval_emg-task2-big* ↗](https://huggingface.co/datasets?search=eval_emg-task2-big) — Hugging Face · 97,289,643 bytes in all | — | `apache-2.0` (1) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 1 repository by jasontchan in the series “eval_emg-task2-big”, listed as one row. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0334) |
| [jasontchan/eval_emg-task3-edit* ↗](https://huggingface.co/datasets?search=eval_emg-task3-edit) — Hugging Face · 739,729,794 bytes in all | — | `apache-2.0` (4) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 4 repositories by jasontchan in the series “eval_emg-task3-edit”, listed as one row. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0335) |
| [jasontchan/testing* ↗](https://huggingface.co/datasets?search=testing) — Hugging Face · 1,777,410,661 bytes in all | — | `apache-2.0` (2) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 2 repositories by jasontchan in the series “testing”, listed as one row. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0336) |
| [wbxlala/eegimage* ↗](https://huggingface.co/datasets?search=eegimage) — Hugging Face · 811,602,675 bytes in all | — | `none` (2) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 2 repositories by wbxlala in the series “eegimage”, listed as one row.; 2 of 2 members carry no licence tag. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-hf-0337) |
| **OpenNeuro via EEGDash** · 1 row — EEGDash’s mirrors of OpenNeuro and NEMAR records, as one row. Which mirror holds which record is in the JSON file; this site’s rows and MOABB rows that have a mirror list it among their names. |  |  |  |  |
| OpenNeuro and NEMAR via EEGDash — Hugging Face — Also: EEGDash | — | `cc0-1.0` (553), `cc-by-4.0` (91), `other` (46), `cc-by-sa-4.0` (37), `cc-by-nc-4.0` (6), `cc-by-nc-sa-4.0` (4), `cc-by-nc-nd-4.0` (1), `cc-by-nd-4.0` (1), `none` (1), `odc-by` (1) — Hugging Face licence tag | Step 1 of 5 · Listed — Status: Listed | 737 repositories by EEGDash in the series “OpenNeuro and NEMAR mirrors”, listed as one row.; 1 of 737 members carries no licence tag. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-corpus-openneuro-mirrors) |
| **This site’s datasets** · 47 rows — Datasets this site has scored, held or reviewed, furthest step first. A row with results links its page. |  |  |  |  |
| [BETA ↗](https://figshare.com/articles/dataset/The_BETA_database/12264401) — Also: BETA database, The BETA database, BETA: A Large Benchmark Database Toward SSVEP-BCI Application, Liu et al. (2020) · MOABB: Liu2020BETA · DOI: 10.3389/fnins.2020.00627 · Hugging Face: Bingchuan/BETA | 40-target SSVEP — as this site’s page states it | CC BY 4.0 — this site’s rights record | Step 5 of 5 · In the matrix — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/beta/) · [Named in a pretraining corpus? →](https://bci.report/protocols/beta-8ch/#pretraining-exposure) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-beta) |
| [ds003810 ↗](https://doi.org/10.18112/openneuro.ds003810.v2.0.2) — Also: Motor Imagery vs Rest - Low-Cost EEG System, A motor imagery vs. rest dataset with low-cost consumer grade EEG hardware, Peterson et al. (2022) · MOABB: Peterson2020 · DOI: 10.1016/j.heliyon.2020.e03425 · EEGDash: EEGDash/ds003810 | Motor imagery / rest — as this site’s page states it | CC0-1.0 — this site’s rights record | Step 5 of 5 · In the matrix — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/ds003810/) · [Named in a pretraining corpus? →](https://bci.report/protocols/mi-rest/#pretraining-exposure) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-ds003810) |
| [ds005342 ↗](https://doi.org/10.18112/openneuro.ds005342.v1.0.3) — Also: EEG data offline and online during motor imagery for standing and sitting, Triana-Guzman et al. (2022) · MOABB: TrianaGuzman2024 · DOI: 10.3389/fninf.2022.961089 · EEGDash: EEGDash/ds005342 | Cue-gated idle / command — as this site’s page states it | CC0-1.0 — this site’s rights record | Step 5 of 5 · In the matrix — Status: Published | [On this site →](https://bci.report/datasets/ds005342/) · [Named in a pretraining corpus? →](https://bci.report/protocols/idle/#pretraining-exposure) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-ds005342) |
| [ds006593 ↗](https://doi.org/10.18112/openneuro.ds006593.v1.0.0) — Also: cBCI Matrix Multimodal Dataset, Multimodal Sensor Fusion for EEG-Based BCI Typing Systems, on006593 · EEGDash: EEGDash/ds006593 | P300 target ERP — as this site’s page states it | CC0-1.0 — this site’s rights record | Step 5 of 5 · In the matrix — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/ds006593/) · [Named in a pretraining corpus? →](https://bci.report/protocols/p300-target/#pretraining-exposure) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-ds006593) |
| [EEGMAT ↗](https://physionet.org/content/eegmat/1.0.0/) — Also: EEG During Mental Arithmetic Tasks, Electroencephalograms during Mental Arithmetic Task Performance, Zyma et al. (2019) | Mental arithmetic / rest — as this site’s page states it | Open Data Commons Attribution License 1.0 — this site’s rights record | Step 5 of 5 · In the matrix — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/eegmat/) · [Named in a pretraining corpus? →](https://bci.report/protocols/arithmetic-rest/#pretraining-exposure) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-eegmat) |
| [EESM19 scalp subset ↗](https://doi.org/10.18112/openneuro.ds005185.v1.0.2) — Also: EESM19, Ear-EEG Sleep Monitoring 2019, ds005185, Mikkelsen et al. (2019) · EEGDash: EEGDash/ds005185 | Five-stage sleep — as this site’s page states it | CC0-1.0 declared by upstream and mirror — this site’s rights record | Step 5 of 5 · In the matrix — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/eesm19/) · [Named in a pretraining corpus? →](https://bci.report/protocols/sleep-scalp/#pretraining-exposure) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-eesm19) |
| [TMNRED / ds005383 ↗](https://doi.org/10.18112/openneuro.ds005383.v1.0.0) — Also: TMNRED, ds005383, TMNRED, A Chinese Language EEG Dataset for Fuzzy Semantic Target Identification in Natural Reading Environments, Bai et al. (2025) · EEGDash: EEGDash/ds005383 | Semantic target ERP — as this site’s page states it | OpenNeuro metadata says CC0; accompanying publication/GitHub says CC BY 4.0 — this site’s rights record | Step 5 of 5 · In the matrix — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/tmnred/) · [Named in a pretraining corpus? →](https://bci.report/protocols/semantic-target/#pretraining-exposure) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-tmnred) |
| [EEG Alpha Waves dataset ↗](https://doi.org/10.5281/zenodo.2605110) — Also: ALPHA.EEG.2017-GIPSA, Zenodo 2605110, hal-02086581 · MOABB: Rodrigues2017 · DOI: 10.5281/zenodo.2348891 | Eyes open / eyes closed — as this site’s page states it | CC-BY-4.0 — this site’s rights record | Step 4 of 5 · Run — gap at step 3: consent or ethics statement — share above chance: not computed — Status: Published | The scores here use Zenodo record 2605110, which holds 20 recordings; 19 are scored. An earlier inventory named the source as Zenodo 2348892 / NEMAR nm000221. [On this site →](https://bci.report/datasets/alpha-waves/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-alpha-waves) |
| [Bak et al. fNIRS finger- and foot-tapping dataset ↗](https://doi.org/10.6084/m9.figshare.9783755.v2) — Also: Open Access fNIRS Dataset for Classification of Unilateral Finger- and Foot-Tapping, figshare 9783755, fNIRS dataset for ternary classification, Bak et al. (2019) | Human fNIRS: right-hand, left-hand and foot tapping, a person left out at a time — as this site’s page states it | CC BY 4.0 — this site’s rights record | Step 4 of 5 · Run — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/bak-fnirs/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-bak-fnirs) |
| [BINGO cross-linguistic inner-speech dataset ↗](https://bingo-project.gr/datasets/) — Also: BINGO (Brain Imagined-Speech Communication), BINGO cross-linguistic inner speech elicitation dataset, BINGO Dataset 2, D3.1 – The BINGO Benchmarking Framework | Inner speech of 15 matched nouns in Greek and in English, across people and languages — as this site’s page states it | No licence stated — this site’s rights record | Step 4 of 5 · Run — gap at step 3: consent or ethics statement — gap at step 3: pinned version — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/bingo-imagined-speech/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-bingo-imagined-speech) |
| [BNCI2015-001 · next-day adaptation ↗](https://bnci-horizon-2020.eu/database/data-sets) — MOABB: BNCI2015_001 · DOI: 10.1109/tnsre.2012.2189584 | — | CC BY-NC-ND 4.0 (as displayed by the official catalogue) — this site’s rights record | Step 4 of 5 · Run — gap at step 3: rights review — gap at step 3: consent or ethics statement — gap at step 3: pinned version — gap at step 4: chance level — share above chance: not computed — Status: Score held | [The case →](https://bci.report/topics/model-adaptation/#next-day) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-bnci2015-001) |
| [BOAS · Bitbrain Open Access Sleep dataset ↗](https://openneuro.org/datasets/ds005555/versions/1.1.3) — Also: BOAS, Bitbrain Open Access Sleep dataset, The Bitbrain Open Access Sleep (BOAS) dataset, OpenNeuro ds005555, ds005555 · EEGDash: EEGDash/ds005555 | Overnight sleep, six polysomnography EEG channels, human-consensus stages — as this site’s page states it | CC0-1.0 — this site’s rights record | Step 4 of 5 · Run — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/boas/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-boas) |
| [Dreem Open Datasets (DOD-H and DOD-O) ↗](https://zenodo.org/records/15900394) — Also: Dreem Open Datasets, DOD-H, DOD-O, DOD, Zenodo 15900394, Guillot et al. (2020) | Five-stage sleep staging, healthy sleepers and people with obstructive sleep apnoea, kept apart — as this site’s page states it | MIT — this site’s rights record | Step 4 of 5 · Run — gap at step 3: consent or ethics statement — gap at step 4: chance level — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/dreem-dod/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-dreem-dod) |
| [OpenNeuro ds004584 · Parkinson's disease, rest eyes open ↗](https://doi.org/10.18112/openneuro.ds004584.v1.0.0) — Also: OpenNeuro ds004584, Rest eyes open, NEMAR on004584 · EEGDash: EEGDash/ds004584 | Resting-state EEG, Parkinson's disease and controls — as this site’s page states it | CC0-1.0 — this site’s rights record | Step 4 of 5 · Run — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/ds004584/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-ds004584) |
| [EEG-fNIRS-based Handwriting Trajectory Dataset ↗](https://huggingface.co/datasets?search=EEG-fNIRS-based-Handwriting-Trajectory-Dataset) — Also: ACM MM 2026 Multimodal Brain-Computer Interface Grand Challenge · Hugging Face: lasfk/EEG-fNIRS-based-Handwriting-Trajectory-Dataset | Four released coded labels in an imagined-handwriting competition dataset, EEG only: a data-quality and methods case study — as this site’s page states it | CC BY-NC-SA 4.0 — this site’s rights record | Step 4 of 5 · Run — gap at step 3: derivation — gap at step 3: original terms — gap at step 3: consent or ethics statement — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/eeg-fnirs-handwriting/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-eeg-fnirs-handwriting) |
| [EESM23 · Ear-EEG Sleep Monitoring 2023 ↗](https://doi.org/10.18112/openneuro.ds005178.v1.0.0) — Also: EESM23, Ear-EEG Sleep Monitoring 2023, OpenNeuro ds005178 · EEGDash: EEGDash/ds005178 | Five-stage sleep, in-ear and scalp — as this site’s page states it | CC0-1.0 — this site’s rights record | Step 4 of 5 · Run — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/eesm23/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-eesm23) |
| [eldBETA · eldercare-oriented SSVEP benchmark database ↗](https://doi.org/10.6084/m9.figshare.18032669.v3) — MOABB: Liu2022EldBETA · DOI: 10.1038/s41597-022-01372-9 | — | CC BY 4.0 — the deposit’s record | Step 4 of 5 · Run — gap at step 4: chance level — Status: Score held | SingLEM lists it in its pretraining corpus.; Held: with one person, every score is that person’s. [The case →](https://bci.report/topics/data-quality/#eldbeta) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-eldbeta) |
| [Forenzo & He continuous-tracking EEG-BCI dataset ↗](https://doi.org/10.1184/R1/25360300.v1) — Also: Forenzo & He (2024), KiltHub 25360300, EEG-BCI Dataset for Continuous Tracking using Deep Learning-based Decoding for Non-invasive Brain-Computer Interface, Forenzo et al. (2024), continuous pursuit BCI dataset | Continuous cursor tracking with a noninvasive BCI, across sessions — as this site’s page states it | CC BY 4.0 — this site’s rights record | Step 4 of 5 · Run — Status: Published | [On this site →](https://bci.report/datasets/forenzo-continuous-tracking/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-forenzo-continuous-tracking) |
| [Multimodal gait dataset · treadmill walking ↗](https://doi.org/10.13026/r0ea-7161) — Also: A multimodal gait dataset of brain activity, muscle activity, kinematics and ground forces in young adults, PhysioNet multimodal-gait-dataset, doi:10.13026/r0ea-7161 | Treadmill walking at three speeds — as this site’s page states it | CC-BY-4.0 — this site’s rights record | Step 4 of 5 · Run — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/gait-eeg/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-gait-eeg) |
| [IESSEEG · infantile epileptic spasms syndrome EEG (Capur/IESSEEG) ↗](https://huggingface.co/datasets?search=IESSEEG) — Hugging Face: Capur/IESSEEG | — | CC-BY-4.0 — this site’s rights record | Step 4 of 5 · Run — gap at step 4: chance level — share above chance: not computed — Status: Published | [On this site →](https://bci.report/topics/clinical-groups/#iesseeg) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-iesseeg) |
| [Longitudinal ERP dataset (RSVP) ↗](https://doi.org/10.6084/m9.figshare.27201003.v1) — Also: A longitudinal EEG dataset of event-related potential, figshare 27201003, Longitudinal ERP dataset, Zhang et al. (2025) · MOABB: Zhang2025 · DOI: 10.1038/s41597-025-05378-x | RSVP face-target ERP, the same people at nominal Day 1, 7, 80 and 200 visits — as this site’s page states it | CC0-1.0 — this site’s rights record | Step 4 of 5 · Run — gap at step 4: chance level — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/longitudinal-rsvp/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-longitudinal-rsvp) |
| [LTRSVP · EEG Signals from an RSVP Task ↗](https://physionet.org/content/ltrsvp/1.0.0/) — Also: LTRSVP, EEG Signals from an RSVP Task, PhysioNet ltrsvp, Matran-Fernandez & Poli (2017) | P300 target images in rapid serial visual presentation at three rates — as this site’s page states it | Open Data Commons Attribution License 1.0 — this site’s rights record | Step 4 of 5 · Run — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/ltrsvp/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-ltrsvp) |
| [Mobile BCI dataset (SSVEP and ERP paradigms) ↗](https://doi.org/10.82901/nemar.nm000125) — Also: Mobile BCI dataset, Lee2021, Lee2021Mobile, NEMAR nm000201, NEMAR nm000125, OSF r7s9b · MOABB: Lee2021Mobile_ERP, Lee2021Mobile_SSVEP · DOI: 10.1038/s41597-021-01094-4 · EEGDash: EEGDash/nm000125, EEGDash/nm000201 | SSVEP and ERP while standing, walking and running — as this site’s page states it | CC BY 4.0 — this site’s rights record | Step 4 of 5 · Run — gap at step 4: chance level — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/mobile-bci/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-mobile-bci) |
| [MC_RTT (Neural Latents Benchmark) ↗](https://doi.org/10.48324/dandi.000129/0.241017.1444) — Also: MC_RTT, Neural Latents Benchmark MC_RTT, DANDI 000129, macaque motor cortex spiking activity during self-paced reaching, O'Doherty et al. random target task | One macaque’s motor-cortex spiking during self-paced reaching: finger velocity — as this site’s page states it | CC BY 4.0 — this site’s rights record | Step 4 of 5 · Run — Status: Published | [On this site →](https://bci.report/datasets/nlb-mc-rtt/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-nlb-mc-rtt) |
| [OpenBMI motor imagery (Lee et al. 2019) ↗](https://doi.org/10.5524/100542) — Also: OpenBMI, Lee2019, GigaDB 100542, EEG Dataset and OpenBMI Toolbox for Three BCI Paradigms, Lee et al. (2019) · MOABB: Lee2019_MI, Lee2019_ERP, Lee2019_SSVEP · DOI: 10.1093/gigascience/giz002 | Motor imagery: left or right hand across two sessions, and imagery or rest — as this site’s page states it | CC0-1.0 — this site’s rights record | Step 4 of 5 · Run — share above chance: not computed — Status: Published | eeg-fm-masking lists it in its pretraining corpus; which release of it it used is not established. [On this site →](https://bci.report/datasets/openbmi/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-openbmi) |
| [Orthosis error-detection dataset (Kueper et al. 2024) ↗](https://doi.org/10.5281/zenodo.8345429) — Also: EEG and EMG dataset for the detection of errors introduced by an active orthosis device, IJCAI'23 CC6 IntEr-HRI competition dataset, Zenodo 8345429, Kueper et al. (2024) | Injected orthosis device errors against standard device events, EEG only: one cohort in three configurations — as this site’s page states it | CC BY 4.0 — this site’s rights record | Step 4 of 5 · Run — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/orthosis-error-detection/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-orthosis-error-detection) |
| [Phantom EEG with motion, muscle and eye artifacts ↗](https://doi.org/10.18112/openneuro.ds004784.v1.0.4) — Also: Phantom EEG Dataset with Motion, Muscle, and Eye Artifacts and Example Scripts, OpenNeuro ds004784 · EEGDash: EEGDash/ds004784 | Physical head phantom with motion, muscle and eye artifacts — as this site’s page states it | CC0-1.0 — this site’s rights record | Step 4 of 5 · Run — Status: Published | [On this site →](https://bci.report/datasets/phantom/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-phantom) |
| [REFED emotion dataset (EEG-fNIRS) ↗](https://huggingface.co/datasets?search=REFED-dataset) — Also: REFED, A Subject Real-time Dynamic Labeled EEG-fNIRS Synchronized Recorded Emotion Dataset, REFED2025/REFED-dataset, Ning et al. (2025) | Self-reported valence and arousal while watching videos: a stored-clip diagnostic — as this site’s page states it | CC BY-NC-SA 4.0 — this site’s rights record | Step 4 of 5 · Run — Status: Published | [On this site →](https://bci.report/datasets/refed/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-refed) |
| [Shin2022 · closed-loop motor imagery EEG (Figshare 20383716) ↗](https://doi.org/10.6084/m9.figshare.20383716.v1) — MOABB: Shin2022 · DOI: 10.3389/fnhum.2022.951591 | Closed-loop cursor control: the instructed right or left target, dry electrodes — as this site’s page states it | CC BY 4.0 — this site’s rights record | Step 4 of 5 · Run — gap at step 4: chance level — share above chance: not computed — Status: Published | MOABB’s catalog lists 2,640 trials and 11 runs for it, which differ from what its files hold: see [the case on the data-quality page](https://bci.report/topics/data-quality/#shin2022). [On this site →](https://bci.report/datasets/shin2022/) · [The case →](https://bci.report/topics/data-quality/#shin2022) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-shin2022) |
| [Stieger longitudinal BCI · one-person pilot ↗](https://doi.org/10.6084/m9.figshare.13123148.v1) — MOABB: Stieger2021 · DOI: 10.1038/s41597-021-00883-1 | — | CC-BY-4.0 — this site’s rights record | Step 4 of 5 · Run — gap at step 4: chance level — Status: Status only | [The case →](https://bci.report/topics/model-adaptation/#cross-session) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-stieger-longitudinal) |
| [Cattan PC/VR P300 dataset ↗](https://doi.org/10.5281/zenodo.2605205) — Also: Dataset of an EEG-based BCI experiment in Virtual Reality and on a Personal Computer, VR.EEG.2018-GIPSA, Zenodo 2605205, arXiv:1903.11297 · MOABB: Cattan2019_VR · DOI: 10.5281/zenodo.2605204 | P300 on a PC screen and in a VR headset — as this site’s page states it | CC-BY-4.0 — this site’s rights record | Step 4 of 5 · Run — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/vr-pc-p300/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-vr-pc-p300) |
| [WBCIC-SHU motor imagery dataset ↗](https://doi.org/10.25452/figshare.plus.22671172.v5) — Also: WBCIC-SHU, WBCIC-SHU Motor Imagery Dataset, WBCIC_SHU Motor Imagery dataset, Figshare+ 22671172, A multi-day and high-quality EEG dataset for motor imagery brain-computer interface, Yang et al. (2025) · MOABB: Yang2025 · DOI: 10.1038/s41597-025-04826-y | Motor imagery across three recording sessions: two-class and three-class cohorts, kept apart — as this site’s page states it | CC BY 4.0 — this site’s rights record | Step 4 of 5 · Run — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/wbcic-shu/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-wbcic-shu) |
| [Wearable SSVEP BCI dataset (dry and wet electrodes) ↗](https://doi.org/10.6084/m9.figshare.13560281.v4) — Also: Wearable SSVEP BCI Dataset, An Open Dataset for Wearable SSVEP-Based Brain-Computer Interfaces, figshare 13560281, Zhu et al. (2021) | 12-target SSVEP, dry and wet electrodes — as this site’s page states it | CC BY 4.0 — this site’s rights record | Step 4 of 5 · Run — gap at step 3: pinned version — gap at step 4: chance level — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/wearable-ssvep-102/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-wearable-ssvep-102) |
| [YSU asynchronous SSVEP-BCI dataset ↗](https://doi.org/10.6084/m9.figshare.24906300.v3) — Also: YSU-an EEG dataset for studying asynchronous SSVEP-BCI, figshare 24906300, An EEG dataset for studying asynchronous steady-state visual evoked potential (SSVEP) based brain computer interfaces | Asynchronous SSVEP, control and non-control states — as this site’s page states it | CC-BY-4.0 — this site’s rights record | Step 4 of 5 · Run — gap at step 4: chance level — share above chance: not computed — Status: Published | [On this site →](https://bci.report/datasets/ysu-async-ssvep/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-ysu-async-ssvep) |
| [BNCI2014-001 ↗](https://bnci-horizon-2020.eu/database/data-sets/001-2014) — Also: BCI Competition IV 2a · MOABB: BNCI2014_001 · DOI: 10.3389/fnins.2012.00055 | — | CC BY-ND 4.0 — this site’s rights record | Step 3 of 5 · Traced — gap at step 3: consent or ethics statement — gap at step 3: pinned version — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-bnci2014-001) |
| [BNCI2014-004 ↗](https://bnci-horizon-2020.eu/database/data-sets/004-2014) — MOABB: BNCI2014_004 · DOI: 10.1109/TNSRE.2007.906956 | — | CC BY-ND 4.0 — this site’s rights record | Step 3 of 5 · Traced — gap at step 2: files opened — gap at step 3: consent or ethics statement — gap at step 3: pinned version — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-bnci2014-004) |
| [BNCI2014-008 ↗](https://bnci-horizon-2020.eu/database/data-sets/008-2014) — MOABB: BNCI2014_008 · DOI: 10.3389/fnhum.2013.00732 | — | CC BY-NC-ND 4.0 — this site’s rights record | Step 3 of 5 · Traced — gap at step 3: pinned version — Status: Listed | REVE Base and REVE Large list it in their pretraining corpus; which release of it they used is not established. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-bnci2014-008) |
| [BNCI2014-009 ↗](https://bnci-horizon-2020.eu/database/data-sets/009-2014) — MOABB: BNCI2014_009 · DOI: 10.1088/1741-2560/11/3/035008 | — | CC BY-NC-ND 4.0 — this site’s rights record | Step 3 of 5 · Traced — gap at step 3: consent or ethics statement — gap at step 3: pinned version — Status: Listed | REVE Base and REVE Large list it in their pretraining corpus; which release of it they used is not established. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-bnci2014-009) |
| [OpenNeuro ds004902 · paired sleep-condition recordings ↗](https://openneuro.org/datasets/ds004902/versions/1.0.8) — EEGDash: EEGDash/ds004902 | — | CC0-1.0 — this site’s rights record | Step 3 of 5 · Traced — gap at step 3: consent or ethics statement — Status: Status only | eeg-fm-masking lists it in its pretraining corpus; which release of it it used is not established. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-ds004902) |
| [OpenNeuro ds007420 · multi-distance fNIRS ↗](https://doi.org/10.18112/openneuro.ds007420.v1.0.5) — Also: ds007420, Open-access Multi-Distance fNIRS Dataset Generated During Ball-Squeezing and Motion-Artifact Induction Tasks, Zhou et al. multi-distance fNIRS · EEGDash: EEGDash/ds007420 | Human fNIRS recordings: a numerical coverage check, no decoding — as this site’s page states it | CC0-1.0 — this site’s rights record | Step 3 of 5 · Traced — Status: Published | [On this site →](https://bci.report/datasets/ds007420/) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-ds007420) |
| [FALCON H2 · human intracortical handwriting ↗](https://doi.org/10.48324/dandi.000950/0.241029.1403) | — | CC BY 4.0 — this site’s rights record | Step 3 of 5 · Traced — Status: Status only | [The case →](https://bci.report/topics/beyond-scalp-eeg/#falcon-h2) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-falcon-h2) |
| [physionet-eegmmidb-1.0.0 ↗](https://physionet.org/content/eegmmidb/1.0.0/) — MOABB: PhysionetMI · DOI: 10.13026/C28G6P | — | Open Data Commons Attribution License 1.0 — this site’s rights record | Step 3 of 5 · Traced — gap at step 2: files opened — gap at step 3: consent or ethics statement — Status: Listed | LaBraM lists it in its pretraining corpus; which release of it it used is not established. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-physionet-eegmmidb) |
| [Rabut et al. · human functional ultrasound through a cranial window ↗](https://doi.org/10.22002/f3y3k-em558) | — | CC BY-NC 4.0 — this site’s rights record | Step 3 of 5 · Traced — Status: Status only | [The case →](https://bci.report/topics/beyond-scalp-eeg/#rabut-fus) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-rabut-fus) |
| [L-FAME ↗](https://huggingface.co/datasets?search=L-FAME) — Hugging Face: L-FAME-Dataset-Benchmark/L-FAME | — | CC-BY-NC-4.0 — this site’s rights record | Step 2 of 5 · Read — Status: Status only | Listed because the register records what was checked; it has no model result on this site. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-lfame) |
| [Synchronized multimodal meditation and rest dataset (Zenodo) ↗](https://zenodo.org/records/17735692) | — | None recorded | Step 2 of 5 · Read — gap at step 1: licence as stated — Status: Status only | [The case →](https://bci.report/topics/pilot-studies/#status-only) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-meditation-rest) |
| [stew-monster-processed ↗](https://ieee-dataport.org/open-access/simultaneous-task-eeg-workload-dataset) — Hugging Face: monster-monash/STEW | — | Mirror declares CC BY 4.0; exact upstream DataPort license not independently verified — this site’s rights record | Step 2 of 5 · Read — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-stew-processed) |
| [ZuCo 2.0 via NEMAR nm000279 ↗](https://doi.org/10.82901/nemar.nm000279.v1.0.0) | — | CC-BY-4.0 — this site’s rights record | Step 2 of 5 · Read — Status: Status only | Held: in one converted run, some fixation times fall outside the recording. [The case →](https://bci.report/topics/data-quality/#zuco2) · [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-site-zuco2) |
| **MOABB catalog** · 140 rows — One row per source record in MOABB, with paradigm, people, channels and sampling rate as MOABB lists them. Records this site already lists are merged into its rows. |  |  |  |  |
| [AguileraRodriguez2025 ↗](https://doi.org/10.1038/s41597-025-05926-5) — DOI: 10.1038/s41597-025-05926-5 | Imagery · 15 people · 24 channels · 500 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0001) |
| [Alawieh2025 ↗](https://doi.org/10.5281/zenodo.15454354) — DOI: 10.5281/zenodo.15454354 | Imagery · 27 people · 35 channels · 512 Hz — as MOABB lists it | cc-by-4.0 — the deposit’s record | Step 1 of 5 · Listed — Status: Listed | Held: MOABB loads one offline session, and the clinical group has two participants. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0002) |
| [AlexMI ↗](https://zenodo.org/record/806023) — DOI: 10.5281/zenodo.806022 | Imagery · 8 people · 16 channels · 512 Hz — as MOABB lists it | CC-BY-SA-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0003) |
| [BCIComp2020 ↗](https://osf.io/pq7vb/) — MOABB: BCIComp2020UpperLimb, BCIComp2020WalkingERP · DOI: 10.3389/fnhum.2022.898300 | BCIComp2020UpperLimb: Imagery · 15 people · 60 channels · 250 Hz BCIComp2020WalkingERP: P300 / ERP · 15 people · 56 channels · 100 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0004) |
| [BI2012 ↗](https://doi.org/10.5281/zenodo.2649006) — DOI: 10.5281/zenodo.2649006 | P300 / ERP · 25 people · 16 channels · 128 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | LaBraM and REVE list it in their pretraining corpus; which release of it they used is not established. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0005) |
| [BI2013a ↗](https://doi.org/10.5281/zenodo.2669187) — DOI: 10.5281/zenodo.1494163, 10.5281/zenodo.2669187 | P300 / ERP · 24 people · 16 channels · 512 Hz — as MOABB lists it | Creative Commons Attribution 1.0 Generic — the Zenodo record — Zenodo record 2669187, the latest version under concept DOI 10.5281/zenodo.1494163; licence identifier on Zenodo: “cc-by” | Step 3 of 5 · Traced — gap at step 2: files opened — Status: Planned | LaBraM and REVE list it in their pretraining corpus; which release of it they used is not established.; Planned for a fixed-protocol run here. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0006) |
| [BI2014a ↗](https://doi.org/10.5281/zenodo.3266223) — DOI: 10.5281/zenodo.3266223 | P300 / ERP · 64 people · 16 channels · 512 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | LaBraM and REVE list it in their pretraining corpus; which release of it they used is not established. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0007) |
| [BI2014b ↗](https://doi.org/10.5281/zenodo.3267301) — DOI: 10.5281/zenodo.3267301 | P300 / ERP · 38 people · 32 channels · 512 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | LaBraM and REVE list it in their pretraining corpus; which release of it they used is not established. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0008) |
| [BI2015a ↗](https://doi.org/10.5281/zenodo.3266930) — DOI: 10.5281/zenodo.3266930 | P300 / ERP · 43 people · 32 channels · 512 Hz — as MOABB lists it | cc-by-4.0 — the deposit’s record | Step 1 of 5 · Listed — Status: Listed | LaBraM and REVE list it in their pretraining corpus; which release of it they used is not established. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0009) |
| [BI2015b ↗](https://doi.org/10.5281/zenodo.3267307) — DOI: 10.5281/zenodo.3267307 | P300 / ERP · 44 people · 32 channels · 512 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | LaBraM and REVE list it in their pretraining corpus; which release of it they used is not established. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0010) |
| [BNCI2003_004 ↗](https://doi.org/10.1109/TBME.2004.827088) — DOI: 10.1109/TBME.2004.827088 | Imagery · 5 people · 118 channels · 100 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0011) |
| [BNCI2014_002 ↗](https://doi.org/10.1515/bmt-2014-0117) — DOI: 10.1515/bmt-2014-0117 | Imagery · 14 people · 15 channels · 512 Hz — as MOABB lists it | CC-BY-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0013) |
| [BNCI2015_003 ↗](https://doi.org/10.1016/j.neulet.2009.06.045) — DOI: 10.1016/j.neulet.2009.06.045 | P300 / ERP · 10 people · 8 channels · 256 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0018) |
| [BNCI2015_004 ↗](https://bnci-horizon-2020.eu/database/data-sets) — DOI: 10.1371/journal.pone.0123727 | Imagery · 9 people · 30 channels · 256 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0019) |
| [BNCI2015_006 ↗](https://github.com/bbci/bbci_public/blob/master/doc/index.markdown) — DOI: 10.1088/1741-2560/11/2/026009 | P300 / ERP · 11 people · 64 channels · 200 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0020) |
| [BNCI2015_007 ↗](https://doi.org/10.1088/1741-2560/9/4/045006) — DOI: 10.1088/1741-2560/9/4/045006 | P300 / ERP · 16 people · 63 channels · 100 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0021) |
| [BNCI2015_008 ↗](https://github.com/bbci/bbci_public/blob/master/doc/index.markdown) — DOI: 10.1088/1741-2560/8/6/066003 | P300 / ERP · 13 people · 63 channels · 250 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0022) |
| [BNCI2015_009 ↗](https://doi.org/10.3389/fnins.2011.00112) — DOI: 10.3389/fnins.2011.00112 | P300 / ERP · 21 people · 62 channels · 1,000 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0023) |
| [BNCI2015_010 ↗](https://doi.org/10.1016/j.clinph.2012.12.050) — DOI: 10.1016/j.clinph.2012.12.050 | P300 / ERP · 12 people · 63 channels · 200 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0024) |
| [BNCI2015_012 ↗](https://doi.org/10.3389/fnins.2011.00099) — DOI: 10.3389/fnins.2011.00099 | P300 / ERP · 10 people · 63 channels · 250 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0025) |
| [BNCI2015_013 ↗](https://doi.org/10.1109/TNSRE.2010.2053387) — DOI: 10.1109/TNSRE.2010.2053387 | P300 / ERP · 6 people · 64 channels · 512 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0026) |
| [BNCI2016_002 ↗](https://doi.org/10.1088/1741-2560/8/5/056001) — DOI: 10.1088/1741-2560/8/5/056001 | P300 / ERP · 15 people · 69 channels · 200 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0027) |
| [BNCI2019_001 ↗](https://doi.org/10.5281/zenodo.2222268) — DOI: 10.1038/s41598-019-43594-9 | Imagery · 10 people · 64 channels · 256 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0028) |
| [BNCI2020_001 ↗](https://bnci-horizon-2020.eu/database/data-sets) — DOI: 10.3389/fnins.2020.00849 | Imagery · 45 people · 64 channels · 256 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0029) |
| [BNCI2020_002 ↗](http://bnci-horizon-2020.eu/database/data-sets) — DOI: 10.3389/fnins.2020.591777 | P300 / ERP · 18 people · 32 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0030) |
| [BNCI2022_001 ↗](https://doi.org/10.1109/TAFFC.2021.3059688) — DOI: 10.1109/TAFFC.2021.3059688 | Imagery · 13 people · 67 channels · 256 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0031) |
| [BNCI2024_001 ↗](https://bnci-horizon-2020.eu/database/data-sets) — DOI: 10.1016/j.compbiomed.2024.109132 | cognitive · 20 people · 64 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0032) |
| [BNCI2025_001 ↗](https://github.com/rkobler/eyeartifactcorrection) — DOI: 10.1088/1741-2552/ada0ea | Imagery · 20 people · 71 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0033) |
| [BNCI2025_002 ↗](https://github.com/sccn/labstreaminglayer) — DOI: 10.1088/1741-2552/ac689f | Imagery · 10 people · 64 channels · 200 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0034) |
| [Batista2022 ↗](https://zenodo.org/records/7664069) — DOI: 10.5281/zenodo.7664068 | Imagery · 20 people · 38 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0035) |
| [Beetl2021_A ↗](https://beetl.ai/data) — DOI: 10.48550/arXiv.2202.12950 | Imagery · 3 people · 63 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0036) |
| [Beetl2021_B ↗](https://beetl.ai/data) | Imagery · 2 people · 32 channels · 200 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0037) |
| [Brandl2020 ↗](https://depositonce.tu-berlin.de/handle/11303/10934.2) — DOI: 10.3389/fnins.2020.566147 | Imagery · 16 people · 63 channels · 1,000 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0038) |
| [Brodu2012 ↗](https://openvibe.inria.fr/private/datasets/dataset-1/) — DOI: 10.1016/j.neucom.2011.10.010 | Imagery · 1 person · 11 channels · 512 Hz — as MOABB lists it | “free for research use” — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0039) |
| [Castillos ↗](https://zenodo.org/record/8255618) — MOABB: CastillosBurstVEP100, CastillosBurstVEP40, CastillosCVEP100, CastillosCVEP40 · DOI: 10.1016/j.neuroimage.2023.120446 | CastillosBurstVEP100: c-VEP · 12 people · 28 channels · 500 Hz CastillosBurstVEP40: c-VEP · 12 people · 28 channels · 500 Hz CastillosCVEP100: c-VEP · 12 people · 28 channels · 500 Hz CastillosCVEP40: c-VEP · 12 people · 28 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0040) |
| [Cattan2019_PHMD ↗](https://doi.org/10.5281/zenodo.2617084) — DOI: 10.5281/zenodo.2617084 | Resting State · 12 people · 16 channels · 512 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0041) |
| [Chailloux2020 ↗](https://openneuro.org/datasets/ds003190) — DOI: 10.3390/s20247198 · EEGDash: EEGDash/ds003190 | P300 / ERP · 19 people · 8 channels · 256 Hz — as MOABB lists it | CC0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0043) |
| [Chang2025 ↗](https://figshare.com/articles/dataset/28831730) — DOI: 10.1038/s41597-025-06147-6 | Imagery · 28 people · 59 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0044) |
| [Chen2017SingleFlicker ↗](https://zenodo.org/records/580485) — DOI: 10.1371/journal.pone.0178385 | SSVEP · 12 people · 32 channels · 512 Hz — as MOABB lists it | CC BY 4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0045) |
| [Cho2017 ↗](http://dx.doi.org/10.5524/100295) — DOI: 10.5524/100295 | Imagery · 52 people · 68 channels · 512 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0046) |
| [Daly2020 ↗](https://openneuro.org/datasets/ds002720) — DOI: 10.18112/openneuro.ds002720.v1.0.1 · EEGDash: EEGDash/ds002720 | Imagery · 18 people · 19 channels · 1,000 Hz — as MOABB lists it | CC0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0047) |
| [Damm2026 ↗](https://openneuro.org/datasets/ds008446) — DOI: 10.18112/openneuro.ds008446.v1.0.1 | Imagery · 20 people · 62 channels · 512 Hz — as MOABB lists it | CC0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0048) |
| [Dong2023 ↗](https://zenodo.org/records/18847318) — DOI: 10.26599/BSA.2023.9050020 | SSVEP · 59 people · 8 channels · 250 Hz — as MOABB lists it | CC BY-NC 4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0049) |
| [Dreyer2023 ↗](https://doi.org/10.5281/zenodo.8089820) — MOABB: Dreyer2023A, Dreyer2023B, Dreyer2023C · DOI: 10.1038/s41597-023-02445-z | Dreyer2023: Imagery · 87 people · 32 channels · 512 Hz Dreyer2023A: Imagery · 60 people · 32 channels · 512 Hz Dreyer2023B: Imagery · 21 people · 32 channels · 512 Hz Dreyer2023C: Imagery · 6 people · 32 channels · 512 Hz — as MOABB lists it | cc-by-4.0 — the deposit’s record | Step 1 of 5 · Listed — Status: Listed | Held: three releases form one family; selection and filter differences are unchecked. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0050) |
| [EPFLP300 ↗](https://doi.org/10.1016/j.jneumeth.2007.03.005) — DOI: 10.1016/j.jneumeth.2007.03.005 | P300 / ERP · 8 people · 34 channels · 2,048 Hz — as MOABB lists it | Licence not yet read from the host | Step 1 of 5 · Listed — gap at step 1: licence as stated — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0051) |
| [ErpCore2021 ↗](https://doi.org/10.18115/D5JW4R) — MOABB: ErpCore2021_ERN, ErpCore2021_LRP, ErpCore2021_MMN, ErpCore2021_N170, ErpCore2021_N2pc, ErpCore2021_N400, ErpCore2021_P3 · DOI: 10.1016/j.neuroimage.2020.117465 | ErpCore2021: P300 / ERP · 40 people · 33 channels · 1,024 Hz ErpCore2021_ERN: P300 / ERP · 40 people · 33 channels · 1,024 Hz ErpCore2021_LRP: P300 / ERP · 40 people · 33 channels · 1,024 Hz ErpCore2021_MMN: P300 / ERP · 40 people · 33 channels · 1,024 Hz ErpCore2021_N170: P300 / ERP · 40 people · 33 channels · 1,024 Hz ErpCore2021_N2pc: P300 / ERP · 40 people · 33 channels · 1,024 Hz ErpCore2021_N400: P300 / ERP · 40 people · 33 channels · 1,024 Hz ErpCore2021_P3: P300 / ERP · 40 people · 33 channels · 1,024 Hz — as MOABB lists it | CC BY 4.0, CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0052) |
| [Farabbi2020 ↗](https://doi.org/10.5281/zenodo.5882500) — DOI: 10.5281/zenodo.5882500 | Imagery · 12 people · 35 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0053) |
| [Forenzo2023 ↗](https://kilthub.cmu.edu/articles/dataset/23677098) — DOI: 10.1109/TBME.2023.3298957 | Imagery · 25 people · 64 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0054) |
| [Gao2026 ↗](https://doi.org/10.6084/m9.figshare.30227503.v1) — DOI: 10.1038/s41597-025-06512-5 | Imagery · 22 people · 32 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0055) |
| [GrosseWentrup2009 ↗](https://doi.org/10.1109/TBME.2008.2009768) — DOI: 10.1109/TBME.2008.2009768 | Imagery · 10 people · 128 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0056) |
| [GuttmannFlury2025 ↗](https://doi.org/10.1038/s41597-025-04861-9) — MOABB: GuttmannFlury2025_ME, GuttmannFlury2025_MI, GuttmannFlury2025_P300, GuttmannFlury2025_SSVEP · DOI: 10.1038/s41597-025-04861-9 | GuttmannFlury2025_ME: Imagery · 31 people · 63 channels · 1,000 Hz GuttmannFlury2025_MI: Imagery · 31 people · 63 channels · 1,000 Hz GuttmannFlury2025_P300: P300 / ERP · 31 people · 63 channels · 1,000 Hz GuttmannFlury2025_SSVEP: SSVEP · 31 people · 63 channels · 1,000 Hz — as MOABB lists it | CC0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0057) |
| [Han2024Fatigue ↗](https://zenodo.org/records/10507229) — DOI: 10.1109/TNSRE.2024.3380635 | SSVEP · 24 people · 64 channels · 1,000 Hz — as MOABB lists it | CC BY 4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0058) |
| [Han2026 ↗](https://openneuro.org/datasets/ds007327) — DOI: 10.18112/openneuro.ds007327.v1.1.0 | Imagery · 35 people · 88 channels · 1,000 Hz — as MOABB lists it | CC0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0059) |
| [HefmiIch2025 ↗](https://figshare.com/articles/dataset/28955456) — DOI: 10.1038/s41597-025-06100-7 | Imagery · 37 people · 32 channels · 256 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0060) |
| [Hinss2021 ↗](https://doi.org/10.5281/zenodo.6874128) — DOI: 10.1038/s41597-022-01898-y | Resting State · 15 people · 62 channels · 500 Hz — as MOABB lists it | cc-by-sa-4.0 — the deposit’s record | Step 1 of 5 · Listed — Status: Listed | Held: two deposits differ in people, sessions and licence; the version is not fixed yet. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0061) |
| [Huebner2017 ↗](http://doi.org/10.5281/zenodo.192684) — DOI: 10.1371/journal.pone.0175856 | P300 / ERP · 13 people · 37 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0062) |
| [Huebner2018 ↗](https://zenodo.org/record/5831879) — DOI: 10.1109/MCI.2018.2807039 | P300 / ERP · 12 people · 37 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0063) |
| [IMUMIA2026 ↗](https://doi.org/10.5281/zenodo.20421767) — DOI: 10.5281/zenodo.20421767 | Imagery · 5 people · 69 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0064) |
| [Iwama2023 ↗](https://openneuro.org/datasets/ds004444) — DOI: 10.1038/s41597-023-02260-6 · EEGDash: EEGDash/ds004444 | Imagery · 30 people · 129 channels · 1,000 Hz — as MOABB lists it | CC0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0065) |
| [Jeong2020 ↗](https://zenodo.org/records/19021436) — DOI: 10.1093/gigascience/giaa098 | Imagery · 25 people · 71 channels · 1,000 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0066) |
| [Jia2019 ↗](https://doi.org/10.6084/m9.figshare.7636301) — DOI: 10.6084/m9.figshare.7636301 | Imagery · 15 people · 63 channels · 512 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0067) |
| [Kalunga2016 ↗](https://zenodo.org/record/2392979) — DOI: 10.1016/j.neucom.2016.01.007 | SSVEP · 12 people · 8 channels · 256 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0068) |
| [Kaneshiro2015 ↗](https://purl.stanford.edu/bq914sc3730) — DOI: 10.1371/journal.pone.0135697 | Imagery · 10 people · 124 channels · 62.5 Hz — as MOABB lists it | CC-BY-3.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0069) |
| [Kaya2018 ↗](https://figshare.com/collections/A_large_electroencephalographic_motor_imagery_dataset_for_electroencephalographic_brain_computer_interfaces/3917698) — DOI: 10.1038/sdata.2018.211 | Imagery · 7 people · 19 channels · 200 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0070) |
| [Kim2025BetaRange ↗](https://doi.org/10.6084/m9.figshare.28806815.v2) — DOI: 10.1038/s41597-025-06032-2 | SSVEP · 40 people · 33 channels · 1,024 Hz — as MOABB lists it | CC BY 4.0 — the deposit’s record | Step 1 of 5 · Listed — Status: Listed | Held: onset timing and block structure are unresolved. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0071) |
| [Kodera2023 ↗](https://doi.org/10.5281/zenodo.7893846) — DOI: 10.5281/zenodo.7893846 | Imagery · 29 people · 9 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0072) |
| [Kojima2024A ↗](https://doi.org/10.7910/DVN/MQOVEY) — DOI: 10.1371/journal.pone.0303565 | P300 / ERP · 11 people · 66 channels · 1,000 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0073) |
| [Kojima2024B ↗](https://doi.org/10.7910/DVN/1UJDV6) — DOI: 10.3389/fnhum.2024.1461960 | P300 / ERP · 15 people · 66 channels · 1,000 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0074) |
| [Kueper2024 ↗](https://doi.org/10.5281/zenodo.10229480) — DOI: 10.1038/s41598-024-65910-8 | Imagery · 8 people · 67 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0075) |
| [Kumar2024 ↗](https://zenodo.org/records/10694880) — DOI: 10.1093/pnasnexus/pgae076 | Imagery · 18 people · 25 channels · 512 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0076) |
| [Lee2022 ↗](https://openneuro.org/datasets/ds004022) — DOI: 10.18112/openneuro.ds004022.v1.0.0 · EEGDash: EEGDash/ds004022 | Imagery · 7 people · 18 channels · 500 Hz — as MOABB lists it | CC0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0079) |
| [Lee2024 ↗](https://github.com/jml226/Home-Appliance-Control-Dataset) — MOABB: Lee2024_AC, Lee2024_BS, Lee2024_DL, Lee2024_EL, Lee2024_TV · DOI: 10.3389/fnhum.2024.1320457 | Lee2024_AC: P300 / ERP · 10 people · 25 channels · 500 Hz Lee2024_BS: P300 / ERP · 14 people · 31 channels · 500 Hz Lee2024_DL: P300 / ERP · 15 people · 31 channels · 500 Hz Lee2024_EL: P300 / ERP · 15 people · 31 channels · 500 Hz Lee2024_TV: P300 / ERP · 30 people · 31 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0080) |
| [Leelakittisin2025 ↗](https://doi.org/10.5281/zenodo.20348444) — DOI: 10.5281/zenodo.20348444 | Imagery · 22 people · 63 channels · 1,200 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0081) |
| [Leeuwis2021 ↗](https://doi.org/10.34894/Z7ZVOD) — DOI: 10.34894/Z7ZVOD | Imagery · 55 people · 16 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0082) |
| [Lenaig2026 ↗](https://doi.org/10.5281/zenodo.21156618) — DOI: 10.1109/BCI69045.2026.11435072 | SSVEP · 24 people · 27 channels · 500 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0083) |
| [Lioi2020 ↗](https://openneuro.org/datasets/ds002336) — MOABB: Lioi2020_XP1, Lioi2020_XP2 · DOI: 10.1038/s41597-020-0498-3 · EEGDash: EEGDash/ds002336 | Lioi2020_XP1: Imagery · 10 people · 64 channels · 5,000 Hz Lioi2020_XP2: Imagery · 17 people · 64 channels · 5,000 Hz — as MOABB lists it | CC0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0084) |
| [Liu2024 ↗](https://doi.org/10.6084/m9.figshare.21679035.v5) — DOI: 10.1038/s41597-023-02787-8 | Imagery · 47 people · 31 channels · 500 Hz — as MOABB lists it | CC BY 4.0 — the deposit’s record | Step 1 of 5 · Listed — Status: Listed | Held: released IDs include duplicated or reprocessed recordings; group-level deduplication is pending. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0087) |
| [Liu2025 ↗](https://zenodo.org/records/18987384) — DOI: 10.1038/s41597-025-04618-4 | Imagery · 27 people · 65 channels · 1,000 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0088) |
| [MAMEM1 ↗](https://dx.doi.org/10.6084/m9.figshare.2068677.v1) — DOI: 10.6084/m9.figshare.2068677.v1 | SSVEP · 11 people · 256 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0089) |
| [MAMEM2 ↗](https://figshare.com/articles/dataset/3153409) — DOI: 10.48550/arXiv.1602.00904 | SSVEP · 11 people · 256 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0090) |
| [MAMEM3 ↗](https://doi.org/10.6084/m9.figshare.3413851.v3) — DOI: 10.6084/m9.figshare.3413851.v3 | SSVEP · 11 people · 14 channels · 128 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0091) |
| [MIBMPI2024 ↗](https://zenodo.org/records/13626922) — DOI: 10.1007/s00521-024-10917-5 | Imagery · 8 people · 13 channels · 128 Hz — as MOABB lists it | CC-BY-NC-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0092) |
| [MILimbEEG ↗](https://doi.org/10.17632/x8psbz3f6x.2) — DOI: 10.1016/j.dib.2023.109540 | Imagery · 60 people · 16 channels · 125 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0093) |
| [MIMED2024 ↗](https://doi.org/10.17632/zs25xxjkm9.3) — DOI: 10.1016/j.dib.2024.110833 | Imagery · 30 people · 14 channels · 128 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0094) |
| [MIND2026 ↗](https://www.scidb.cn/detail?dataSetId=d0f67f38c5bc4416bdcce619f33e57da) — DOI: 10.57760/sciencedb.34326 | Imagery · 30 people · 64 channels · 1,000 Hz — as MOABB lists it | CC-BY-NC-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0095) |
| [MOVING2024 ↗](https://doi.org/10.5281/zenodo.12804784) — DOI: 10.3390/s24165207 | Imagery · 11 people · 35 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0096) |
| [Ma2020 ↗](https://doi.org/10.7910/DVN/RBN3XG) — DOI: 10.1038/s41597-020-0535-2 | Imagery · 25 people · 62 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0097) |
| [Ma2022 ↗](https://nemar.org/dataexplorer/detail?dataset_id=nm000288) — DOI: 10.1038/s41597-022-01647-1 | Imagery · 25 people · 32 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0098) |
| [Mainsah2025 ↗](https://physionet.org/content/bigp3bci/1.0.0/) — MOABB: Mainsah2025_A, Mainsah2025_B, Mainsah2025_C, Mainsah2025_D, Mainsah2025_E, Mainsah2025_F, Mainsah2025_G, Mainsah2025_H, Mainsah2025_I, Mainsah2025_J, Mainsah2025_K, Mainsah2025_L, Mainsah2025_M, Mainsah2025_N, Mainsah2025_O, Mainsah2025_P, Mainsah2025_Q, Mainsah2025_R, Mainsah2025_S1, Mainsah2025_S2 · DOI: 10.13026/0byy-ry86 | Mainsah2025_A: P300 / ERP · 13 people · 32 channels · 256 Hz Mainsah2025_B: P300 / ERP · 19 people · 16 channels · 256 Hz Mainsah2025_C: P300 / ERP · 19 people · 32 channels · 256 Hz Mainsah2025_D: P300 / ERP · 17 people · 32 channels · 256 Hz Mainsah2025_E: P300 / ERP · 8 people · 16 channels · 256 Hz Mainsah2025_F: P300 / ERP · 10 people · 16 channels · 256 Hz Mainsah2025_G: P300 / ERP · 20 people · 16 channels · 256 Hz Mainsah2025_H: P300 / ERP · 16 people · 16 channels · 256 Hz Mainsah2025_I: P300 / ERP · 13 people · 16 channels · 256 Hz Mainsah2025_J: P300 / ERP · 20 people · 16 channels · 256 Hz Mainsah2025_K: P300 / ERP · 5 people · 16 channels · 256 Hz Mainsah2025_L: P300 / ERP · 11 people · 16 channels · 256 Hz Mainsah2025_M: P300 / ERP · 21 people · 16 channels · 256 Hz Mainsah2025_N: P300 / ERP · 8 people · 16 channels · 256 Hz Mainsah2025_O: P300 / ERP · 18 people · 32 channels · 256 Hz Mainsah2025_P: P300 / ERP · 19 people · 32 channels · 256 Hz Mainsah2025_Q: P300 / ERP · 36 people · 32 channels · 256 Hz Mainsah2025_R: P300 / ERP · 20 people · 32 channels · 256 Hz Mainsah2025_S1: P300 / ERP · 10 people · 32 channels · 256 Hz Mainsah2025_S2: P300 / ERP · 24 people · 32 channels · 256 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0099) |
| [MartinezCagigal2023Checker ↗](https://doi.org/10.71569/7c67-v596) — DOI: 10.71569/7c67-v596 | c-VEP · 16 people · 16 channels · 256 Hz — as MOABB lists it | CC-BY-NC-SA-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0100) |
| [MartinezCagigal2023Pary ↗](https://doi.org/10.71569/025s-eq10) — DOI: 10.71569/025s-eq10 | c-VEP · 16 people · 16 channels · 256 Hz — as MOABB lists it | CC-BY-NC-SA-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0101) |
| [MartinezPeon2024 ↗](https://doi.org/10.6084/m9.figshare.25773342) — DOI: 10.6084/m9.figshare.25773342.v1 | Imagery · 10 people · 14 channels · 128 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0102) |
| [MartinezPeon2025 ↗](https://data.mendeley.com/datasets/msgzn862ns/1) — DOI: 10.17632/msgzn862ns.1 | Imagery · 50 people · 20 channels · 500 Hz — as MOABB lists it | CC-BY-NC-SA-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0103) |
| [NETBCI2026 ↗](https://doi.org/10.57745/RBJRC7) — DOI: 10.1038/s41597-026-08237-5 | Imagery · 19 people · 74 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0104) |
| [Nakanishi2015 ↗](https://github.com/mnakanishi/12JFPM_SSVEP/raw/master/data/) — DOI: 10.1371/journal.pone.0140703 | SSVEP · 10 people · 8 channels · 256 Hz — as MOABB lists it | Licence not yet read from the host | Step 1 of 5 · Listed — gap at step 1: licence as stated — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0105) |
| [NeBULA2025 ↗](https://doi.org/10.1038/s41597-025-05042-4) — DOI: 10.1038/s41597-025-05042-4 | Imagery · 39 people · 127 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0106) |
| [NeuroTUMBCI2025 ↗](https://doi.org/10.5281/zenodo.18087806) — DOI: 10.5281/zenodo.18087806 | Imagery · 2 people · 24 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0107) |
| [Nguyen2017 ↗](https://zenodo.org/records/19502794) — MOABB: Nguyen2017_L, Nguyen2017_S, Nguyen2017_SL, Nguyen2017_V · DOI: 10.1088/1741-2552/aa8235 | Nguyen2017_L: Imagery · 6 people · 64 channels · 256 Hz Nguyen2017_S: Imagery · 6 people · 64 channels · 256 Hz Nguyen2017_SL: Imagery · 6 people · 64 channels · 256 Hz Nguyen2017_V: Imagery · 8 people · 64 channels · 256 Hz — as MOABB lists it | “other-open” — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0108) |
| [Nieto2022 ↗](https://openneuro.org/datasets/ds003626) — DOI: 10.1038/s41597-022-01147-2 · EEGDash: EEGDash/ds003626 | Imagery · 10 people · 136 channels · 1,024 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0109) |
| [Ofner2017 ↗](https://bnci-horizon-2020.eu/database/data-sets) — DOI: 10.1371/journal.pone.0182578 | Imagery · 15 people · 96 channels · 512 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0110) |
| [Ortiz2023 ↗](https://doi.org/10.6084/m9.figshare.21185362.v2) — DOI: 10.1038/s41597-023-02243-7 | Imagery · 10 people · 31 channels · 200 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0111) |
| [Pan2023 ↗](https://doi.org/10.7910/DVN/251NOW) — DOI: 10.7910/DVN/251NOW | Imagery · 14 people · 28 channels · 250 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0112) |
| [Pan2025 ↗](https://doi.org/10.7910/DVN/GH74ZG) — DOI: 10.7910/DVN/GH74ZG | Imagery · 10 people · 28 channels · 250 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0113) |
| [PardoGarcia2026 ↗](https://doi.org/10.5281/zenodo.19599465) — DOI: 10.5281/zenodo.19599465 | Imagery · 18 people · 63 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0114) |
| [Perdikis2018 ↗](https://doi.org/10.5281/zenodo.841764) — DOI: 10.5281/zenodo.841764 | Imagery · 2 people · 16 channels · 512 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0115) |
| [PerezBlanco2026 ↗](https://doi.org/10.6084/m9.figshare.29666735) — DOI: 10.1038/s41597-026-07287-z | Imagery · 45 people · 16 channels · 512 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0116) |
| [Peters2026 ↗](https://openneuro.org/datasets/ds007720) — DOI: 10.18112/openneuro.ds007720.v1.0.0 | P300 / ERP · 5 people · 23 channels · 300 Hz — as MOABB lists it | CC0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0117) |
| [PoloHortiguela2025 ↗](https://doi.org/10.5281/zenodo.14672334) — DOI: 10.5281/zenodo.14672334 | Imagery · 6 people · 35 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0120) |
| [Pressel2016 ↗](https://zenodo.org/records/19502780) — DOI: 10.1117/12.2255697 | Imagery · 15 people · 6 channels · 1,024 Hz — as MOABB lists it | “other-open” — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0121) |
| [RomaniBF2025ERP ↗](https://zenodo.org/records/17225966) — DOI: 10.48550/arXiv.2510.10169 | P300 / ERP · 22 people · 8 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0123) |
| [Rozado2015 ↗](https://doi.org/10.7910/DVN/28932) — DOI: 10.1371/journal.pone.0121262 | Imagery · 30 people · 32 channels · 512 Hz — as MOABB lists it | CC0 1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0124) |
| [Schirrmeister2017 ↗](https://web.gin.g-node.org/robintibor/high-gamma-dataset/) — DOI: 10.1002/hbm.23730 | Imagery · 14 people · 128 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0125) |
| [Schrag2026Pediatric ↗](https://doi.org/10.5281/zenodo.20848097) — DOI: 10.5281/zenodo.20848097 | SSVEP · 47 people · 16 channels · 256 Hz — as MOABB lists it | cc-by-4.0 — the deposit’s record | Step 1 of 5 · Listed — Status: Listed | Held: intended targets must be separated from the classifier outputs stored with them. [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0126) |
| [Shin2017 ↗](http://doc.ml.tu-berlin.de/hBCI) — MOABB: Shin2017A, Shin2017B · DOI: 10.1109/TNSRE.2016.2628057 | Shin2017A: Imagery · 29 people · 32 channels · 200 Hz Shin2017B: cognitive · 29 people · 32 channels · 200 Hz — as MOABB lists it | GPL-3.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0127) |
| [Simoes2020 ↗](https://zenodo.org/records/19005186) — DOI: 10.3389/fnins.2020.568104 | P300 / ERP · 15 people · 8 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0129) |
| [Sosulski2019 ↗](https://freidok.uni-freiburg.de/data/154576) — DOI: 10.48550/arXiv.2109.06011 | P300 / ERP · 13 people · 37 channels · 1,000 Hz — as MOABB lists it | CC-BY-SA-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0130) |
| [Speier2017 ↗](https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/PHHHB6) — DOI: 10.1371/journal.pone.0175382 | P300 / ERP · 10 people · 32 channels · 256 Hz — as MOABB lists it | CC0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0131) |
| [Tavakolan2017 ↗](https://zenodo.org/records/18967205) — DOI: 10.1371/journal.pone.0174161 | Imagery · 12 people · 32 channels · 1,000 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0133) |
| [Thapa2025 ↗](https://doi.org/10.6084/m9.figshare.28632599) — DOI: 10.1038/s41597-025-06039-9 | Imagery · 23 people · 39 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0134) |
| [Thielen2015 ↗](https://public.data.ru.nl/dcc/DSC_2018.00047_553_v3) — DOI: 10.1371/journal.pone.0133797 | c-VEP · 12 people · 64 channels · 2,048 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0135) |
| [Thielen2021 ↗](https://doi.org/10.34973/9txv-z787) — DOI: 10.1088/1741-2552/abecef | c-VEP · 30 people · 8 channels · 512 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0136) |
| [Vagaja2023 ↗](https://zenodo.org/records/8086086) — DOI: 10.5281/zenodo.8086086 | Imagery · 26 people · 38 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0138) |
| [WRCC2023_MI_A ↗](https://doi.org/10.7910/DVN/J9JFES) — DOI: 10.7910/DVN/J9JFES | Imagery · 9 people · 59 channels · 1,000 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0139) |
| [WRCC2023_MI_B ↗](https://doi.org/10.7910/DVN/HFNWRX) — DOI: 10.7910/DVN/HFNWRX | Imagery · 9 people · 59 channels · 1,000 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0140) |
| [WRCC2023_MI_C ↗](https://doi.org/10.7910/DVN/G8FBHH) — DOI: 10.7910/DVN/G8FBHH | Imagery · 8 people · 59 channels · 1,000 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0141) |
| [Wairagkar2018 ↗](https://researchdata.reading.ac.uk/117/) — DOI: 10.1371/journal.pone.0193722 | Imagery · 14 people · 19 channels · 1,024 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0142) |
| [Wang2016 ↗](http://bci.med.tsinghua.edu.cn/download.html) — DOI: 10.1109/TNSRE.2016.2627556 | SSVEP · 34 people · 64 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0143) |
| [Wang2021Combined ↗](https://zenodo.org/records/18873228) — DOI: 10.1111/ejn.15030 | SSVEP · 8 people · 33 channels · 1,000 Hz — as MOABB lists it | CC BY 4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0144) |
| [Wang2025 ↗](https://huggingface.co/datasets?search=ZJU-MI-EEG) — DOI: 10.1109/TNSRE.2025.3591254 · Hugging Face: Jiaheng-Wang/ZJU-MI-EEG | Imagery · 15 people · 62 channels · 256 Hz — as MOABB lists it | ODC-BY — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0145) |
| [Wang2026 ↗](https://kilthub.cmu.edu/articles/dataset/EEG_Datasets_for_Sensory-Guided_Joint_Learning_in_Motor_Imagery_Brain-Computer_Interfaces/32293995) — DOI: 10.1184/R1/32293995.v1 | Imagery · 39 people · 62 channels · 1,000 Hz — as MOABB lists it | CC-BY-NC-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0146) |
| [Wang2026Handwriting ↗](https://doi.org/10.6084/m9.figshare.29987758.v4) — DOI: 10.1038/s41597-026-06708-3 | cognitive · 21 people · 32 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0147) |
| [Weibo2014 ↗](http://dx.doi.org/10.7910/DVN/27306) — DOI: 10.1371/journal.pone.0114853 | Imagery · 10 people · 64 channels · 200 Hz — as MOABB lists it | CC0-1.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0148) |
| [Wu2020 ↗](https://zenodo.org/records/18961128) — DOI: 10.1088/1741-2552/abc1b6 | Imagery · 6 people · 132 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0149) |
| [Yagan2023 ↗](https://doi.org/10.17632/vyczny2r4w.1) — DOI: 10.1016/j.dsp.2023.103950 | P300 / ERP · 18 people · 32 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0150) |
| [Yi2025 ↗](https://figshare.com/articles/dataset/Data/24123303) — DOI: 10.1038/s41597-025-05286-0 | Imagery · 18 people · 62 channels · 1,000 Hz — as MOABB lists it | CC-BY-NC-ND-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0152) |
| [Zhang2017 ↗](https://doi.org/10.6084/m9.figshare.5579461.v1) — DOI: 10.1371/journal.pone.0188293 | Imagery · 12 people · 17 channels · 1,000 Hz — as MOABB lists it | CC BY 4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0153) |
| [Zheng2020 ↗](https://figshare.com/articles/dataset/12824771) — DOI: 10.3389/fnins.2020.579469 | P300 / ERP · 14 people · 62 channels · 1,000 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0155) |
| [Zhou2016 ↗](https://doi.org/10.6084/m9.figshare.2061654) — DOI: 10.1371/journal.pone.0162657 | Imagery · 4 people · 14 channels · 250 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0156) |
| [Zhou2020 ↗](https://zenodo.org/records/18988317) — DOI: 10.3389/fnhum.2021.701091 | Imagery · 20 people · 28 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0157) |
| [Zuo2025 ↗](https://figshare.com/articles/dataset/28740260) — DOI: 10.1038/s41597-025-05767-2 | Imagery · 30 people · 30 channels · 500 Hz — as MOABB lists it | CC-BY-4.0 — as MOABB lists it | Step 1 of 5 · Listed — Status: Listed | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-moabb-0158) |
| **Corpora that require an agreement or request** · 6 rows — Corpora that require a signed agreement, a request or a registration. Their terms are quoted from a captured copy of the source’s own page. |  |  |  |  |
| [AMIGOS ↗](https://www.eecs.qmul.ac.uk/mmv/datasets/amigos/download.html) | — | “The user may only use the dataset after this EULA has been signed and returned to the dataset administrators.” — [quoted from an archived copy of the source’s page, captured 19 October 2026 ↗](https://www.eecs.qmul.ac.uk/mmv/datasets/amigos/download.html) · SHA-256 `5e78e87238ab1c99` — Access: signed agreement | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-corpus-amigos) |
| [DEAP ↗](https://www.eecs.qmul.ac.uk/mmv/datasets/deap/download.html) | — | “The user may only use the dataset after this EULA has been signed and returned to the dataset administrators.” — [quoted from an archived copy of the source’s page, captured 19 October 2026 ↗](https://www.eecs.qmul.ac.uk/mmv/datasets/deap/download.html) · SHA-256 `da59f1c39be9836b` — Access: signed agreement | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-corpus-deap) |
| [DREAMER ↗](https://zenodo.org/records/546113) | — | “Please state your name, contact details (e-mail), institution, position, as well as the reason for requesting access to the DREAMER database.” — [quoted from the source’s page, captured 19 October 2026 ↗](https://zenodo.org/records/546113) · SHA-256 `1d1a718fa376c72c` — Access: on request | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-corpus-dreamer) |
| [MAHNOB-HCI ↗](https://mahnob-db.eu/hci-tagging/media/doc/eula.pdf) — Also: MAHNOB-HCI-Tagging | — | “This document must be signed by a person with a permanent position at an academic institute (the signee).” — [quoted from the source’s page, captured 19 October 2026 ↗](https://mahnob-db.eu/hci-tagging/media/doc/eula.pdf) · SHA-256 `6bc468ee863eb01b` — Access: signed agreement | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-corpus-mahnob-hci) |
| [SEED family ↗](https://bcmi.sjtu.edu.cn/home/seed/downloads.html) — Also: SEED, SEED-IV, SEED-V, SEED-VIG | — | “To gain the access to our datasets, please download and fill out the license agreement below and upload it on the APPLY page.” — [quoted from the source’s page, captured 19 October 2026 ↗](https://bcmi.sjtu.edu.cn/home/seed/downloads.html) · SHA-256 `ddc22ae373beb86e` — Access: signed agreement | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-corpus-seed) |
| [TUH EEG Corpus ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/) — Also: TUEG, TUAB, TUSZ, TUEV, TUAR, TUEP, TUSL | — | “To request access to the TUH EEG Corpus, please fill out this form and email a signed copy” — [quoted from the source’s page, captured 19 October 2026 ↗](https://isip.piconepress.com/projects/nedc/html/tuh_eeg/) · SHA-256 `75fa8477215127f9` — Access: signed agreement | Step 1 of 5 · Listed — Status: Listed — Stays at step 1 under the access rule | [Correct this row](mailto:contact@bci.report?subject=Register%20row%20r-corpus-tuh-eeg) |

Download: [`open-register-20261020.json`](https://bci.report/data/open-register-20261020.json) (both ladders, with each step’s evidence and the findings as codes) and [`open-register-20261020.csv`](https://bci.report/data/open-register-20261020.csv) (this ladder, flat, with no findings). [Every file](https://bci.report/api/)

## Cite this page

BCI Report (2026). *Every EEG dataset we know of, and how far we checked it*. https://bci.report/datasets/register/

Figures from release [`open-register-update-20261020`](https://bci.report/releases/#open-register-update-20261020) (2026-10-20). Cite the upstream datasets as well: each dataset’s page gives its credit.

Every release is archived on Zenodo: [doi:10.5281/zenodo.23123296](https://doi.org/10.5281/zenodo.23123296). [BibTeX for the site and its releases →](https://bci.report/api/#cite-heading) · [CITATION.cff ↗](https://raw.githubusercontent.com/twu3202/bci-report/main/CITATION.cff)

---
Markdown copy of https://bci.report/datasets/register/, generated from the published page. Figures are aggregate results; terms of use: https://bci.report/data-use/