on002218
Auditory and Visual Rhythm Omission EEG
EEG
…Code for preprocessing, time/freq computation, frequency band extraction and statistics is…
- Participants
- 18
- Channels
- 32 (10-10)
- Size
- 1.94 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
Discover datasets
100 results for "feature extraction" · page 5 of 10 · ranked by relevance
-
- nm000211
RSVP ERP dataset for authentication from Zhang et al 2025
EEG…HDCA - **Feature extraction**: HDCA - **Frequency bands**: ERP_dominant=[0.0, 10.0…
- Participants
- 15
- Citations
- 2
- HED
- v8.4.0
- Size
- 8.65 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000137
Classical motor imagery dataset with left hand, right hand, and rest
EEG…SVM - **Feature extraction**: fourier_transform_amplitudes - **Frequency bands**: low_pass=[0.0…
- Participants
- 7
- Channels
- 19 (10-20)
- Citations
- 82
- HED
- v8.4.0
- Size
- 623 MB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000221
Alphawaves dataset
EEG…False ## Signal Processing - **Feature extraction**: ERS - **Frequency bands**: alpha=[8, 12] Hz…
- Participants
- 19
- HED
- v8.4.0
- Size
- 81.5 MB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000192
BNCI 2015-006 Music BCI dataset
EEG…LDA with shrinkage covariance - **Feature extraction**: spatio-temporal features, voltage averaging in…
- Participants
- 11
- Citations
- 82
- HED
- v8.4.0
- Size
- 4.38 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000170
BNCI 2025-002 Continuous 2D Trajectory Decoding dataset
EEG…PLS regression with UKF smoothing - **Feature extraction**: Temporal features (7 time points…
- Participants
- 10
- Channels
- 60 (10-05)
- Citations
- 19
- HED
- v8.4.0
- Size
- 3.42 GB
- Version
- vv1.0.1
- Updated
- Jul 10, 2026
- nm000209
Motor imagery + spatial attention dataset from Forenzo & He 2023
EEG…linear_classifier - **Feature extraction**: AR_spectral_estimation, alpha_bandpower - **Frequency bands**: alpha…
- Participants
- 25
- Citations
- 21
- HED
- v8.4.0
- Size
- 4.89 GB
- Version
- vv1.0.1
- Updated
- Jul 10, 2026
- nm000144
BNCI 2015-004 Mental tasks dataset
EEG…LDA - **Feature extraction**: bandpower, temporal features - **Frequency bands**: mu=[8, 12] Hz…
- Participants
- 9
- Channels
- 30 (10-10)
- Citations
- 74
- HED
- v8.4.0
- Size
- 1.08 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000205
RSVP collaborative BCI dataset from Zheng et al 2020
EEG…HDCA - **Feature extraction**: SIM, CSP, TRCA, PCA - **Frequency bands**: bandpass=[2.0…
- Participants
- 14
- Citations
- 26
- HED
- v8.4.0
- Size
- 5.29 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000141
Motor execution dataset from Wairagkar et al 2018
EEG…LDA - **Feature extraction**: autocorrelation_relaxation_time, ERD - **Frequency bands**: broadband=[0.5…
- Participants
- 14
- Channels
- 19 (10-20)
- Citations
- 9
- HED
- v8.4.0
- Size
- 571 MB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026