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nm000195
Mixture of LLP and EM for a visual matrix speller (ERP) dataset from

EEG Zarr

…We review such unsupervised machine learning methods for BCIs based on event…

Participants

12

Channels

31 (10-10)

Citations

27

HED

v8.4.0

Size

4.81 GB

Version

v1.0.3

Updated

Oct 8, 2026

by David Hübner et al.
nm000364
Task-SEEG recordings from epilepsy patients performing a visual working memory task (Tian, Figshare 32189838)

iEEG

…and sub-07 also have machine log entries). The `TRIG` channel carries…

Participants

7

Size

12.5 GB

Version

v1.0.0

Updated

Oct 8, 2026

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

EEG Zarr

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

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.
nm000249
BNCI 2022-001 EEG Correlates of Difficulty Level dataset

EEG Zarr

…flying, workload, challenge point, brain-machine interface ## Abstract Adaptively increasing the difficulty…

Participants

13

Channels

64 (10-10)

Citations

24

HED

v8.4.0

Size

9.42 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Ping-Keng Jao et al.
on003620
Runabout: A mobile EEG study of auditory oddball processing in laboratory and real-world conditions

EEG Zarr

…Toolbox (v8.3) * Statistics and Machine Learning Toolbox (v11.6) * Symbolic Math…

Participants

44

Channels

35 (10-10)

Citations

32

Size

89.2 GB

Version

v1.0.0

Updated

Jun 22, 2026

by Magnus Liebherr et al. OpenNeuro ds003620
on005346
Naturalistic fMRI and MEG recordings during viewing of a reality TV show

ANAT FUNC MEG Zarr

…Shanghai Key Laboratory of Brain-Machine Intelligence for Information Behavior (No. 2024BC028…

Participants

60

Citations

4

Size

112 GB

Version

v1.0.0

Updated

Jun 26, 2026

by Jixing Li et al. OpenNeuro ds005346