on008446
Random and Sequential Order Finger Motor Imagery
EEG Zarr
…org/10.82901/nemar.on008446) # Random and Sequential Order Finger Motor Imagery…
- Participants
- 20
- Channels
- 64 (10-10)
- Size
- 30.6 GB
- Version
- v1.0.0
- Updated
- Sep 8, 2026
Discover datasets
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- nm000195
Mixture of LLP and EM for a visual matrix speller (ERP) dataset from
EEG Zarr…EM, LLP, MIX in pseudo-randomized order) ## Preprocessing - **Data state**: raw - **Preprocessing…
- Participants
- 12
- Channels
- 31 (10-10)
- Citations
- 27
- HED
- v8.4.0
- Size
- 4.81 GB
- Version
- v1.0.3
- Updated
- Oct 8, 2026
- nm000112
FACED - Finer-grained Affective Computing EEG Dataset
EEG Zarr…target nine emotion categories, with randomized presentation order across participants. EEG was…
- Participants
- 123
- Channels
- 32 (10-10)
- Citations
- 94
- Size
- 31.4 GB
- Version
- v1.1.3
- Updated
- May 29, 2026
- on003082
Auditory Cortex Mapping Dataset
ANAT MEG Zarr…1/4 octave. * Random inter-stimulus interval: randomized but averaging at a…
- Participants
- 2
- Citations
- 1
- Size
- 15.5 GB
- Version
- v1.0.0
- Updated
- Jun 21, 2026
- nm000232
THINGS-EEG2: A large and rich EEG dataset for modeling human visual object recognition
EEG Zarr…image - normal training/test image presentation target - random catch trial (subject must…
- Participants
- 10
- Channels
- 63 (10-10)
- Citations
- 88
- Size
- 241 GB
- Version
- v1.1.0
- Updated
- Jul 5, 2026
- nm000104
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
EMG Zarr…Apple Magic Keyboard (US English) **Text prompts**: - Random words from dictionary - Sentences…
- Participants
- 108
- Citations
- 1
- Size
- 223 GB
- Version
- v2.0.0
- Updated
- Feb 23, 2026
- on007216
A multi-session simultaneous EEG-fMRI dataset with online experience sampling
ANAT EEG FMAP FUNC Zarr…participant’s pace and the randomized duration of the fixation cross across…
- Participants
- 24
- Channels
- 31 (10-10)
- Citations
- 1
- Size
- 115 GB
- Version
- v1.0.0
- Updated
- Jul 2, 2026
- nm000291
Pan2023: Cross-session motor imagery dataset from Pan et al. 2023
EEG…trials (15 left, 15 right, random order) with 5 min breaks; each…
- Participants
- 14
- Channels
- 28 (10-10)
- HED
- v8.4.0
- Size
- 1018 MB
- Version
- v1.0.0
- Updated
- Oct 8, 2026
- nm000171
BNCI 2014-002 Motor Imagery dataset
EEG Zarr…brain-computer interfaces, machine learning, random forests, regularized linear discriminant analysis, sensorimotor…
- Participants
- 14
- Channels
- 15 (other)
- HED
- v8.4.0
- Size
- 1.37 GB
- Version
- v1.0.5
- Updated
- Oct 8, 2026
- nm000220
BEETL Competition 2021 Motor Imagery Dataset A — transfer learning benchmark
EEG ZarrBeetl2021-A is a preprocessed four-class motor imagery EEG dataset (rest, left hand, right hand, feet) from Task 2 of the BEETL Competition at NeurIPS 2021. It contains 63-channel recordings at 500 Hz from healthy participants playing an online BCI racing game (Cybathlon2020IC), with 1490 trials of 4 s each in a single session. It serves as a benchmark for transfer learning and domain adaptation across heterogeneous EEG datasets and subjects, and is re-hosted in BIDS format via the MOABB pipeline.
- Participants
- 3
- Channels
- 63 (10-10)
- HED
- v8.4.0
- Size
- 2.17 GB
- Version
- v1.0.6
- Updated
- Aug 20, 2026