nm000108 NEMAR-native dataset

hyser_bids

HySER is a high-density surface electromyography (HD-sEMG) dataset comprising 256-channel recordings from 20 right-handed subjects performing five task types across two sessions. The dataset includes simultaneous 5-finger force measurements and covers discrete hand gesture recognition (34 gestures), maximum voluntary contractions, single-finger and multi-finger force tracking, and random contractions. This resource supports research in motor control, gesture recognition, and myoelectric signal processing.

EMG
Download zip Issues GitHub

Compute on this dataset

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

  1. 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/nm000108), and submit.
    nsgportal.org →

  2. 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 nm000108
cd nm000108 && nemar dataset get
  3. Just the files.

    rclone, aria2c, or any HTTPS client works against data.nemar.org/nm000108/ — 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.nm000108

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Files

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