nm000221
Alphawaves dataset
EEG Zarr
…False ## Signal Processing - **Feature extraction**: ERS - **Frequency bands**: alpha=[8, 12] Hz…
- Participants
- 19
- Channels
- 16 (10-10)
- HED
- v8.4.0
- Size
- 178 MB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
Discover datasets
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- nm000125
Lee2021 – SSVEP paradigm of the Mobile BCI dataset
EEG Zarr…rLDA, CCA - **Feature extraction**: power_over_time_intervals, CCA - **Frequency bands**: delta…
- Participants
- 23
- Channels
- 73 (other)
- Citations
- 36
- HED
- v8.4.0
- Size
- 1.31 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- on006012
A geometric shape regularity effect in the human brain: MEG dataset
ANAT MEG Zarr…be captured by discrete geometric features or by more advanced transformer models…
- Participants
- 21
- Citations
- 13
- Size
- 71.1 GB
- Version
- v1.0.0
- Updated
- Jun 28, 2026
- on002720
A dataset recorded during development of a tempo-based brain-computer music interface
EEG…“Affective Calibration of Musical Feature Sets in an Emotionally Intelligent Music…
- Participants
- 18
- Channels
- 19 (10-20)
- Size
- 2.39 GB
- Version
- v1.0.0
- Updated
- Jun 21, 2026
- on003876
Epilepsy-iEEG-Interictal-Multicenter-Dataset
iEEG Zarr…A subset of the data has been featured in [1] and [2…
- Participants
- 39
- Citations
- 6
- Size
- 5.14 GB
- Version
- v1.0.0
- Updated
- Jun 22, 2026
- on002336
A multi-modal human neuroimaging dataset for data integration: simultaneous EEG and fMRI acquisition during a motor imagery neurofeedback task: XP1
ANAT EEG FUNC Zarr…matlab structure with BOLD-NF features can be found in XP1/derivatives…
- Participants
- 10
- Size
- 18.0 GB
- Version
- v1.0.0
- Updated
- Jun 21, 2026
- nm000209
Motor imagery + spatial attention dataset from Forenzo & He 2023
EEG Zarr…linear_classifier - **Feature extraction**: AR_spectral_estimation, alpha_bandpower - **Frequency bands**: alpha…
- Participants
- 25
- Channels
- 64 (10-10)
- Citations
- 23
- HED
- v8.4.0
- Size
- 184 GB
- Version
- v1.0.4
- Updated
- Aug 20, 2026
- nm000123
Kalunga2016 – SSVEP Exo dataset
EEG Zarr…MDRM, CCA - **Feature extraction**: Covariance/Riemannian ## Cross-Validation - **Method**: bootstrap - **Evaluation type…
- Participants
- 12
- Channels
- 8 (10-10)
- Citations
- 76
- HED
- v8.4.0
- Size
- 160 MB
- Version
- v1.0.3
- Updated
- Oct 8, 2026
- nm000148
Motor imagery BCI dataset with pupillometry augmentation
EEG Zarr…LDA - **Feature extraction**: CSP, pupil_diameter - **Frequency bands**: bandpass=[8.0, 30…
- Participants
- 30
- Channels
- 32 (10-10)
- Citations
- 36
- HED
- v8.4.0
- Size
- 3.22 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000122
Chen2017 – Single-flicker online SSVEP BCI dataset
EEG Zarr…LDA - **Feature extraction**: CCA - **Frequency bands**: bandpass=[1.0, 80.0] Hz…
- Participants
- 12
- Channels
- 32 (10-10)
- Citations
- 52
- HED
- v8.4.0
- Size
- 10.9 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026