nm000203
P300 dataset from initial spot study
EEG
…13 target and 65 non-target epochs. ## Signal Processing - **Classifiers**: rLDA, Shrinkage…
- Participants
- 13
- Citations
- 2
- HED
- v8.4.0
- Size
- 2.82 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
Discover datasets
98 results for "classifier" · page 8 of 10 · ranked by relevance
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- nm000163
c-VEP and Burst-VEP dataset from Castillos et al. (2023)
EEG…raw ## Signal Processing - **Classifiers**: Convolutional Neural Network (CNN), Pearson correlation - **Feature extraction…
- Participants
- 12
- Channels
- 32 (10-10)
- Citations
- 21
- HED
- v8.4.0
- Size
- 158 MB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000162
BNCI 2025-001 Motor Kinematics Reaching dataset
EEG…after cue stop. ## Signal Processing - **Classifiers**: sLDA (shrinkage Linear Discriminant Analysis) - **Feature…
- Participants
- 20
- Channels
- 67 (10-05)
- Citations
- 3
- HED
- v8.4.0
- Size
- 15.4 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000188
BNCI 2014-009 P300 dataset
EEG…at 256 Hz ## Signal Processing - **Classifiers**: LDA, SWLDA - **Feature extraction**: Wavelet, Time…
- Participants
- 10
- Channels
- 16 (10-10)
- Citations
- 79
- HED
- v8.4.0
- Size
- 247 MB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000124
Han2024 – SSVEP fatigue dataset with two frequency paradigms
EEG…epoched ## Signal Processing - **Classifiers**: TRCA - **Spatial filters**: TRCA ## BCI Application - **Environment**: lab…
- Participants
- 24
- Channels
- 64 (10-10)
- Citations
- 4
- HED
- v8.4.0
- Size
- 33.1 GB
- Version
- v1.0.1
- Updated
- Aug 18, 2026
- nm000121
Oikonomou2016 – SSVEP MAMEM 3 dataset
EEG…CAR ## Signal Processing - **Classifiers**: LDA, SVM, Random Forest, kNN, Naive Bayes, CCA…
- Participants
- 11
- Channels
- 14 (10-10)
- Citations
- 39
- HED
- v8.4.0
- Size
- 277 MB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000172
High-gamma dataset described in Schirrmeister et al. 2017
EEG…every 4 trials ## Signal Processing - **Classifiers**: Deep ConvNet, Shallow ConvNet, ResNet, FBCSP…
- Participants
- 14
- Channels
- 128 (10-05)
- Citations
- 76
- HED
- v8.4.0
- Size
- 31.3 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
- nm000207
Kojima et al. 2024 (Dataset B) — Four-class ASME BCI: investigation of the feasibility and comparison of two strategies for multiclassing
EEG…False ## Signal Processing - **Classifiers**: Linear Discriminant Analysis (LDA), shrinkage-LDA - **Feature extraction…
- Participants
- 15
- Channels
- 64 (10-10)
- Citations
- 6
- HED
- v8.4.0
- Size
- 23.5 GB
- Version
- v1.0.4
- Updated
- Aug 18, 2026
- nm000342
CastillosCVEP40
EEG…raw Signal Processing ----------------- Classifiers: CNN (Convolutional Neural Network) Feature extraction: sliding windows…
- Participants
- 12
- Channels
- 32 (10-10)
- Citations
- 22
- HED
- v8.4.0
- Size
- 340 MB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000170
BNCI 2025-002 Continuous 2D Trajectory Decoding dataset
EEG…20.0 Hz ## Signal Processing - **Classifiers**: PLS regression with UKF smoothing - **Feature…
- Participants
- 10
- Channels
- 60 (10-05)
- Citations
- 20
- HED
- v8.4.0
- Size
- 7.38 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026