BCI Report Research previewCue-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 · pmc.ncbi.nlm.nih.gov · doi.org
Every figure below is copied from a reviewed download, not recomputed for this page. Read each group with its protocol on the linked page.
| Method | Condition | Metric | Value | People |
|---|---|---|---|---|
| CSP+LDA | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 23.3% | 4 |
| CSP+LDA | Seated motor imagery · cue-gated replay | Idle false activation | 0.0% | 4 |
| LaBraM | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 18.3% | 4 |
| LaBraM | Seated motor imagery · cue-gated replay | Idle false activation | 3.3% | 4 |
| EEGNet | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 1.7% | 4 |
| EEGNet | Seated motor imagery · cue-gated replay | Idle false activation | 0.0% | 4 |
| ShallowFBCSPNet | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 43.3% | 4 |
| ShallowFBCSPNet | Seated motor imagery · cue-gated replay | Idle false activation | 1.7% | 4 |
| CBraMod | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 18.3% | 4 |
| CBraMod | Seated motor imagery · cue-gated replay | Idle false activation | 1.7% | 4 |
| Deep4Net | Seated motor imagery · cue-gated replay | Command detection ≤3 s | 3.3% | 4 |
| Deep4Net | Seated motor imagery · cue-gated replay | Idle false activation | 1.7% | 4 |
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.
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.