nm000167 NEMAR-native dataset

Motor imagery dataset from Ma et al. 2020

A multi-channel EEG dataset comprising motor imagery recordings from 25 healthy subjects performing kinesthetic imagery of right hand and right elbow movements. The dataset contains 600 trials (300 per class) acquired across 15 sessions using 62-channel EEG at 1000 Hz sampling rate. This resource supports the development and evaluation of brain-computer interface systems for motor rehabilitation and prosthetic control applications.

EEG

Download zip Issues GitHub

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/nm000167), 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 nm000167
cd nm000167 && nemar dataset get
```
Just the files.
rclone, aria2c, or any HTTPS client works against data.nemar.org/nm000167/ — 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.nm000167

Files

Loading file index…