Discover datasets

nm000197
BigP3BCI Study M — 9x8 adaptive/checkerboard (21 ALS subjects)

EEG Zarr

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000197-blue…

Participants

21

Channels

16 (10-10)

Citations

2

HED

v8.4.0

Size

2.38 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Boyla Mainsah et al.
on005505
Healthy Brain Network (HBN) EEG - Release 1

EEG Zarr

…5. **Sequence Learning**: Participants memorized and repeated sequences of flashed circles on…

Participants

136

Channels

129 (egi-geodesic)

Citations

21

HED

v8.3.0

Size

103 GB

Version

v1.0.0

Updated

May 25, 2026

by Shirazi et al. OpenNeuro ds005505
nm000277
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study G)

EEG Zarr

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000277-blue…

Participants

20

Channels

16 (10-10)

Citations

2

HED

v8.4.0

Size

1.62 GB

Version

v1.0.4

Updated

Oct 16, 2026

by Boyla Mainsah et al.
nm000189
BNCI 2015-003 P300 dataset

EEG Zarr

…Machine Learning Laboratory - **Address**: Machine Learning Laboratory, Berlin Institute of Technology, FR6…

Participants

10

Channels

8 (10-10)

HED

v8.4.0

Size

74.4 MB

Version

v1.0.4

Updated

Oct 8, 2026

by Martijn Schreuder et al.
nm000203
P300 dataset from initial spot study

EEG Zarr

…Bayesian optimization, individual experimental parameters, brain-computer interfaces, learning from small data…

Participants

13

Channels

31 (10-10)

Citations

2

HED

v8.4.0

Size

2.83 GB

Version

v1.0.0

Updated

Jun 2, 2026

by Jan Sosulski et al.
nm000266
Sosulski et al. 2019 — Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints

EEG Zarr

…Bayesian optimization, individual experimental parameters, brain-computer interfaces, learning from small data…

Participants

13

Channels

31 (10-10)

Citations

2

HED

v8.4.0

Size

6.15 GB

Version

v1.0.8

Updated

Oct 16, 2026

by Jan Sosulski et al.
nm000250
Dreyer et al. 2023 — A large EEG database with users' profile information for motor imagery brain-computer interface research

EEG Zarr

…design cross-user BCI machine learning algorithms or (4) incorporating users' profile…

Participants

87

Channels

27 (10-10)

Citations

44

HED

v8.4.0

Size

15.8 GB

Version

v1.0.5

Updated

Oct 6, 2026

by Pauline Dreyer et al.
nm000222
Air conditioner control experiment (10 subjects, 4 classes, 25 EEG ch)

EEG Zarr

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000222-blue…

Participants

10

Channels

25 (10-10)

Citations

9

HED

v8.4.0

Size

1.04 GB

Version

v1.0.4

Updated

Oct 8, 2026

by Jongmin Lee et al.
nm000213
Television control experiment (30 subjects, 4 classes, 31 EEG ch)

EEG Zarr

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000213-blue…

Participants

30

Channels

31 (10-10)

Citations

8

HED

v8.4.0

Size

3.09 GB

Version

v1.0.4

Updated

Oct 8, 2026

by Jongmin Lee et al.
nm000107
FRL Wrist Control: Wrist Movement Decoding from Surface Electromyography

EMG Zarr

…Time to re-acquire after premature exit - **Learning effects**: Improvement from practice…

Participants

100

Size

24.9 GB

Version

v2.0.0

Updated

Feb 23, 2026

by Patrick Kaifosh et al.