nm000161
BNCI 2024-001 Handwritten Character Classification dataset
EEG
…Shrinkage Linear Discriminant Analysis (sLDA), EEGNet CNN - **Feature extraction**: low-frequency EEG…
- Size
- 10.2 GB
- Updated
- May 18, 2026
Discover datasets
100 results for "feature extraction" · page 10 of 10 · ranked by relevance
-
- nm000118
Nakanishi2015 – SSVEP Nakanishi 2015 dataset
EEG…CCA, IT-CCA, MwayCCA, L1-MCCA, MsetCCA, CACC, Combination Method - **Feature extraction…
- Size
- 65.1 MB
- Updated
- May 16, 2026
- nm000163
c-VEP and Burst-VEP dataset from Castillos et al. (2023)
EEG…Convolutional Neural Network (CNN), Pearson correlation - **Feature extraction**: CNN spatial filtering (8x1…
- Size
- 158 MB
- Updated
- May 18, 2026
- nm000127
Kim2025 – 40-class beta-range SSVEP speller dataset
EEG…CCA, FBCCA, ITCCA, TRCA, EEGNet - **Feature extraction**: CCA, FBCCA, TRCA - **Frequency bands…
- Size
- 8.07 GB
- Updated
- May 16, 2026
- ds004118
BCIT Calibration Driving
EEG…within the BCIT program, which featured multiple studies investigating fatigue. Collectively, the…
- Participants
- 156
- nm000190
BNCI 2015-012 PASS2D P300 dataset
EEG…FDA, Fisher discriminant analysis - **Feature extraction**: mean amplitude in discriminative intervals - **Spatial…
- Size
- 2.16 GB
- Updated
- May 18, 2026
- nm000199
Learning from label proportions for a visual matrix speller (ERP)
EEG…LLP (Learning from Label Proportions), shrinkage-LDA, EM-algorithm - **Feature extraction**: mean…
- Size
- 5.14 GB
- Updated
- Jun 2, 2026
- nm000217
P300 dataset BI2015b from a "Brain Invaders" experiment
EEG…Riemannian Minimum Distance to Mean (RMDM), xDAWN, Riemannian MDM - **Feature extraction**: Covariance…
- Size
- 4.32 GB
- Updated
- Jun 3, 2026
- nm000195
Mixture of LLP and EM for a visual matrix speller (ERP) dataset from
EEG…Wolf), Bayesian least square regression - **Feature extraction**: mean amplitudes in six temporal…
- Size
- 4.80 GB
- Updated
- Jun 2, 2026
- nm000193
Kojima et al. 2024 (Dataset A) — An auditory brain-computer interface based on selective attention to multiple tone streams
EEG…Logistic Regression, Minimum Distance to Mean (MDM) - **Feature extraction**: xDAWN spatial filtering…
- Size
- 3.74 GB
- Updated
- Jun 2, 2026