nm000141
Motor execution dataset from Wairagkar et al 2018
EEG
…60 Hz low-pass filter, ICA artifact removal (EEGLAB infomax), trial segmentation…
- Participants
- 14
- Citations
- 9
- Size
- 571 MB
- Version
- v1.0.0
- Updated
- May 16, 2026
Discover datasets
100 results for "ICA component classification" · page 7 of 10 · ranked by relevance
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- on005345
Le Petit Prince (LPP) Multi-talker: Naturalistic 7T fMRI and EEG Dataset
ANAT EEG FUNC…Functional Preprocessing: - Motion correction - Slice-timing correction - Multi-echo ICA for denoising…
- Participants
- 26
- Citations
- 4
- Size
- 387 GB
- Version
- v1.0.0
- Updated
- Jun 18, 2026
- on004279
Large Spanish EEG
EEG…network capable of subject-independent classification of perceived sentences. We found that…
- Participants
- 56
- Size
- 25.2 GB
- Version
- v1.0.0
- Updated
- Jun 23, 2026
- nm000230
Lower-limb MI dataset for knee pain patients from Zuo et al. 2025
EEG…Enhancing classification of a large lower-limb motor imagery EEG dataset for…
- Participants
- 30
- Citations
- 2
- Size
- 5.75 GB
- Version
- v1.0.0
- Updated
- Jun 3, 2026
- nm000138
Alex Motor Imagery dataset
EEG…CSP, FBCSP, ERD, ERS, PSD, Covariance/Riemannian, AR, ICA - **Frequency bands**: alpha…
- Participants
- 8
- Size
- 99.6 MB
- Version
- v1.0.0
- Updated
- May 16, 2026
- on004119
BCIT Basic Guard Duty
EEG…The replica ID cards had eight components or fields in addition to…
- Participants
- 21
- Citations
- 26
- Size
- 55.1 GB
- Version
- v1.0.0
- Updated
- Jun 23, 2026
- nm000206
Neuroergonomic 2021 dataset
EEG…Bandpower, Covariance/Riemannian, ICA - **Frequency bands**: alpha=[8.0, 13.0] Hz…
- Participants
- 15
- Citations
- 58
- Size
- 1.22 GB
- Version
- v1.0.0
- Updated
- Jun 2, 2026
- nm000120
Oikonomou2016 – SSVEP MAMEM 2 dataset
EEG…entropy-based methods and PCA/SVD; (5) Classification: SVM, LDA, KNN, Naive…
- Participants
- 11
- Citations
- 38
- Size
- 4.40 GB
- Version
- v1.0.0
- Updated
- May 16, 2026
- nm000343
Hinss et al. 2021 — Open multi-session and multi-task EEG cognitive Dataset for passive brain-computer Interface Applications
EEG…Bandpower, Covariance/Riemannian, ICA Frequency bands: alpha=[8.0, 13.0] Hz…
- Participants
- 15
- Citations
- 61
- Size
- 1.22 GB
- Version
- v1.0.1
- Updated
- Jun 3, 2026
- nm000225
PhysioNet 2018 Challenge: Sleep Arousal Detection PSG (Training)
EEG…2000). PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for…
- Participants
- 1983
- Citations
- 92
- Size
- 401 GB
- Version
- v1.1.0
- Updated
- Jun 3, 2026