# ds005342: EEG decoding results

Cue-gated idle / command

OpenNeuro ds005342 contains 17-channel EEG (250 Hz) from 32 healthy participants who, following on-screen cues, imagined sit-to-stand or stand-to-sit movements or stayed in an idle state, first in offline calibration runs and then in online BCI runs. Released on OpenNeuro by Triana-Guzman et al. (2024); the study appeared in Frontiers in Neuroinformatics (2022).

**Also known as** ds005342 · EEG data offline and online during motor imagery for standing and sitting · Triana-Guzman et al. (2022)

Description sources [openneuro.org](https://openneuro.org/datasets/ds005342) · [pmc.ncbi.nlm.nih.gov](https://pmc.ncbi.nlm.nih.gov/articles/PMC9481272/) · [doi.org](https://doi.org/10.3389/fninf.2022.961089)

## Where it appears

- [Core matrix (home page)](https://bci.report/#overview)

## Published results

Every figure below is copied from a reviewed download, not recomputed for this page. Read each group with its protocol on the linked page.

### Core matrix · idle & command

Read with its protocol: [Core matrix (home page)](https://bci.report/#overview) · [experiments.json](https://bci.report/data/experiments.json)

| Method | Condition | Metric | Value | People |
| --- | --- | --- | --- | --- |
| [CSP+LDA](https://bci.report/methods/csp-lda/) | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 23.3% | 4 |
| [CSP+LDA](https://bci.report/methods/csp-lda/) | Seated motor imagery · cue-gated replay | Idle false activation | 0.0% | 4 |
| [LaBraM](https://bci.report/methods/labram/) | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 18.3% | 4 |
| [LaBraM](https://bci.report/methods/labram/) | Seated motor imagery · cue-gated replay | Idle false activation | 3.3% | 4 |
| [EEGNet](https://bci.report/methods/eegnet/) | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 1.7% | 4 |
| [EEGNet](https://bci.report/methods/eegnet/) | Seated motor imagery · cue-gated replay | Idle false activation | 0.0% | 4 |
| [ShallowFBCSPNet](https://bci.report/methods/shallowfbcspnet/) | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 43.3% | 4 |
| [ShallowFBCSPNet](https://bci.report/methods/shallowfbcspnet/) | Seated motor imagery · cue-gated replay | Idle false activation | 1.7% | 4 |
| [CBraMod](https://bci.report/methods/cbramod/) | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 18.3% | 4 |
| [CBraMod](https://bci.report/methods/cbramod/) | Seated motor imagery · cue-gated replay | Idle false activation | 1.7% | 4 |
| [Deep4Net](https://bci.report/methods/deep4net/) | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 3.3% | 4 |
| [Deep4Net](https://bci.report/methods/deep4net/) | Seated motor imagery · cue-gated replay | Idle false activation | 1.7% | 4 |

## Source and licence

### ds005342

**Credit** OpenNeuro ds005342 contributors · version 1.0.3, doi:10.18112/openneuro.ds005342.v1.0.3; associated study doi:10.3389/fninf.2022.961089. Original author credits are retained at the linked source.

[CC0-1.0 ↗](https://creativecommons.org/publicdomain/zero/1.0/) · [Dataset record ↗](https://doi.org/10.18112/openneuro.ds005342.v1.0.3)

BCI Report does not redistribute any recording. These are aggregate measurements computed by BCI Report under the licence above; the data belong to the people credited.

[All datasets →](https://bci.report/datasets/) · [All methods →](https://bci.report/methods/)

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Markdown copy of https://bci.report/datasets/ds005342/, generated from the published page. Figures are aggregate results; terms of use: https://bci.report/data-use/