Datasetpublic

raei/Schalk-2004-BCI2000GeneralPurposeBrainComputerInterfaceSystem

EEG Motor Movement/Imagery Dataset This is an unofficial mirror of the PhysioNet EEG Motor Movement/Imagery Dataset, version 1.0.0. It is not affiliated with or endorsed by the dataset contributors, their institutions, or PhysioNet. Source and documentation Original dataset: PhysioNet EEGMMIDB v1.0.0 Source version: 1.0.0, published September 9, 2009 Original publication: Schalk et al., IEEE Transactions on Biomedical Engineering (2004) BCI2000 project:… See the full description on the dataset page: https://huggingface.co/datasets/raei/Schalk-2004-BCI2000GeneralPurposeBrainComputerInterfaceSystem.

sourceHugging Faceodc-byupdated 19d agoView on Hugging Face

0likes11kdownloads

Dataset Card

EEG Motor Movement/Imagery Dataset

This is an unofficial mirror of the PhysioNet EEG Motor Movement/Imagery Dataset, version 1.0.0. It is not affiliated with or endorsed by the dataset contributors, their institutions, or PhysioNet.

Source and documentation

—Original dataset: PhysioNet EEGMMIDB v1.0.0
—Source version: 1.0.0, published September 9, 2009
—Original publication: Schalk et al., *IEEE Transactions on Biomedical Engineering* (2004)
—BCI2000 project: bci2000.org
—File-integrity manifest: `SHA256SUMS.txt`

The source files are mirrored without modifying their scientific contents or directory layout. This dataset card is the only added file.

Dataset summary

The dataset contains 64-channel scalp EEG recordings from 109 participants, sampled at 160 Hz with electrodes placed according to the international 10-10 system. Each participant completed 14 experimental runs:

Runs	Duration	Task
1	1 minute	Baseline, eyes open
2	1 minute	Baseline, eyes closed
3, 7, 11	2 minutes	Execute left- or right-fist movement
4, 8, 12	2 minutes	Imagine left- or right-fist movement
5, 9, 13	2 minutes	Execute both-fists or both-feet movement
6, 10, 14	2 minutes	Imagine both-fists or both-feet movement

Each subject directory (S001 through S109) contains 14 EDF+ recordings and 14 corresponding .event annotation files. The EDF+ annotation channel and the matching .event file encode the same events. T0 means rest; T1 means left fist in unilateral runs and both fists in bilateral runs; T2 means right fist in unilateral runs and both feet in bilateral runs.

The top level also includes the original RECORDS, ANNOTATORS, wfdbcal, electrode-montage files, and PhysioNet SHA-256 manifest.

Human-participant data

These are human EEG recordings. Users are responsible for following applicable institutional and legal requirements and should not attempt to identify participants.

License

PhysioNet distributes these files under the Open Data Commons Attribution License v1.0. Redistribution and adaptation are permitted subject to the license's attribution and notice requirements. Cite the dataset and retain appropriate source attribution when using this mirror.

Citation

Schalk, Gerwin (2009). EEG Motor Movement/Imagery Dataset (version 1.0.0). PhysioNet. RRID:SCR_007345. https://doi.org/10.13026/C28G6P

bibtex

@article{PhysioNet-eegmmidb-1.0.0,
  author  = {Schalk, Gerwin},
  title   = {{EEG Motor Movement/Imagery Dataset}},
  journal = {{PhysioNet}},
  year    = {2009},
  month   = sep,
  note    = {Version 1.0.0},
  doi     = {10.13026/C28G6P},
  url     = {https://doi.org/10.13026/C28G6P}
}

PhysioNet additionally requests citation of the original BCI2000 publication:

Schalk, G., McFarland, D. J., Hinterberger, T., Birbaumer, N., & Wolpaw, J. R. (2004). BCI2000: A General-Purpose Brain-Computer Interface (BCI) System. IEEE Transactions on Biomedical Engineering, 51(6), 1034-1043. https://doi.org/10.1109/TBME.2004.827072