nm000242
Visual imagery EEG dataset from Gao et al 2026
EEG
…EEGNet, CSP+KNN - **Feature extraction**: CSP, deep_learning - **Frequency bands**: bandpass=[5…
- Size
- 31.7 GB
- Updated
- Jun 3, 2026
Discover datasets
100 results for "feature extraction" · page 6 of 10 · ranked by relevance
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- nm000202
P300 dataset BI2012 from a "Brain Invaders" experiment
EEG…xDAWN, Riemannian - **Feature extraction**: Covariance/Riemannian, xDAWN - **Spatial filters**: xDAWN ## Performance (Original…
- Size
- 54.4 MB
- Updated
- Jun 2, 2026
- nm000140
BNCI 2015-001 Motor Imagery dataset
EEG…LDA - **Feature extraction**: logarithmic bandpower, CSP - **Frequency bands**: alpha=[10, 13] Hz…
- Size
- 1.13 GB
- Updated
- May 16, 2026
- nm000130
Liu2022 – eldBETA SSVEP benchmark dataset for elderly population
EEG…CVARS, tMSI, MEC, MSI, CCA - **Feature extraction**: TDCA, CCA, FBCCA, TRCA, ms…
- Size
- 17.4 GB
- Updated
- May 16, 2026
- nm000167
Motor imagery dataset from Ma et al. 2020
EEG…FBCSP+SVM - **Feature extraction**: FBCSP - **Frequency bands**: alpha=[8.0, 13.0…
- Size
- 22.4 GB
- Updated
- May 18, 2026
- nm000171
BNCI 2014-002 Motor Imagery dataset
EEG…Random Forest, Shrinkage LDA - **Feature extraction**: CSP, DFT, Bandpower - **Frequency bands**: alpha…
- Size
- 553 MB
- Updated
- May 18, 2026
- nm000246
Multi-day MI-BCI dataset (WBCIC-SHU) from Yang et al 2025
EEG…CSP+SVM, FBCSP+SVM, EEGNet, deepConvNet, FBCNet - **Feature extraction**: CSP, FBCSP - **Frequency…
- Size
- 58.4 GB
- Updated
- Jun 3, 2026
- nm000260
Van Veen, Barachant & Andreev 2012 — Building Brain Invaders: EEG data of an experimental validation (BI2012)
EEG…xDAWN, Riemannian Feature extraction: Covariance/Riemannian, xDAWN Spatial filters: xDAWN Performance (Original…
- Size
- 163 MB
- Updated
- Jun 3, 2026
- nm000168
BNCI 2015-013 Error-Related Potentials dataset
EEG…Gaussian classifier - **Feature extraction**: event-related potentials - **Frequency bands**: analyzed=[1.0…
- Size
- 2.02 GB
- Updated
- May 18, 2026
- nm000162
BNCI 2025-001 Motor Kinematics Reaching dataset
EEG…sLDA (shrinkage Linear Discriminant Analysis) - **Feature extraction**: Low-frequency EEG (0.3…
- Size
- 15.0 GB
- Updated
- May 18, 2026