ds004357
Features-EEG
EEG
Experiment Details Electroencephalography recordings from 16 subjects to fast streams of gabor…
- Participants
- 16
Discover datasets
100 results for "feature extraction" · page 9 of 10 · ranked by relevance
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- nm000135
BNCI 2014-004 Motor Imagery dataset
EEG…LDA - **Feature extraction**: Bandpower, BP ## Cross-Validation - **Method**: 10x10 cross-validation - **Folds…
- Size
- 22.4 MB
- Updated
- May 16, 2026
- nm000236
Dataset of an EEG-based BCI experiment in Virtual Reality using P300
EEG…xDAWN, Riemannian - **Feature extraction**: Covariance/Riemannian, xDAWN ## Cross-Validation - **Evaluation type**: cross…
- Size
- 358 MB
- Updated
- Jun 3, 2026
- nm000264
Vaineau, Barachant & Andreev 2013 — Brain Invaders Adaptive versus Non-Adaptive P300 Brain-Computer Interface dataset (BI2013a)
EEG…xDAWN, Riemannian, RMDM (Riemannian Minimum Distance to Mean) Feature extraction: Covariance/Riemannian…
- Size
- 1.71 GB
- Updated
- Jun 3, 2026
- nm000212
BNCI 2015-007 Motion VEP (mVEP) Speller dataset
EEG…LDA with shrinkage of covariance matrix - **Feature extraction**: signed square values of…
- Size
- 1.27 GB
- Updated
- Jun 3, 2026
- nm000245
Motor Imagery dataset from Cho et al 2017
EEG…FLDA - **Feature extraction**: CSP, ERD, ERS - **Frequency bands**: alpha=[8.0, 14…
- Size
- 6.75 GB
- Updated
- Jun 3, 2026
- nm000339
Stieger et al. 2021 — Continuous sensorimotor rhythm based brain computer interface learning in a large population
EEG…False Signal Processing ----------------- Feature extraction: ERD, ERS, autoregressive model, power spectrum Frequency…
- Size
- 371 GB
- Updated
- Jun 3, 2026
- nm000188
BNCI 2014-009 P300 dataset
EEG…LDA, SWLDA - **Feature extraction**: Wavelet, Time-Frequency, CWT - **Frequency bands**: analyzed=[1…
- Size
- 70.0 MB
- Updated
- May 18, 2026
- nm000173
Motor Imagery ataset from Ofner et al 2017
EEG…sLDA - **Feature extraction**: time-domain signals, discriminative spatial patterns (DSP) - **Frequency bands…
- Size
- 8.54 GB
- Updated
- May 18, 2026
- nm000129
Liu2020 – BETA SSVEP benchmark dataset
EEG…TRCA, msTRCA, FBCCA, CCA - **Feature extraction**: CCA, TRCA, FBCCA - **Frequency bands**: bandpass…
- Size
- 2.80 GB
- Updated
- May 16, 2026