Motor Imagery vs Rest - Low-Cost EEG System

This dataset comprises electroencephalography (EEG) signals acquired from 10 naive participants using a low-cost consumer-grade EEG device during a motor imagery brain-computer interface protocol. Participants performed kinesthetic imagination of dominant-hand grasping movements and rest conditions across five protocol runs, with electromyography (EMG) recorded from the dominant hand for protocol validation. EEG signals were bandpass-filtered between 0.5 and 45 Hz using a 3rd-order Butterworth filter at a sampling rate of 125 Hz.

EEG

Download zip Issues GitHub OpenNeuro ds003810

Compute on this dataset

Two routes today, with a third (in-browser one-click submission) landing soon.

NeuroScience Gateway (NSG) portal.
NSG runs EEGLAB / Brainstorm / MNE pipelines on supercomputing time donated by SDSC. Create an account, point a job at this dataset's S3 prefix (s3://nemar/on003810), and submit.
nsgportal.org →
Local processing with nemar-cli.
Pull the dataset to your machine and run any toolbox locally. Honors the published version pinning.
```
npm install -g nemar-cli
nemar dataset clone on003810
cd on003810 && nemar dataset get
```
Just the files.
rclone, aria2c, or any HTTPS client works against data.nemar.org/on003810/ — the manifest carries presigned S3 URLs.

Direct compute access is coming soon. One-click NSG submission from this page is scoped for a follow-up phase. Tracked on nemarOrg/website#6.

DOI 10.82901/nemar.on003810

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Files

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