nm000135
BNCI 2014-004 Motor Imagery dataset
EEG
…It is widely used for binary motor imagery classification tasks. See Also…
- Participants
- 1
- Channels
- 3 (10-20)
- Citations
- 82
- HED
- v8.4.0
- Size
- 22.4 MB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
Discover datasets
94 results for "Riemannian classification" · page 9 of 10 · ranked by relevance
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- nm000212
BNCI 2015-007 Motion VEP (mVEP) Speller dataset
EEG…music using single-trial EEG classification. Journal of Neural Engineering, 11(2…
- Participants
- 16
- Citations
- 44
- HED
- v8.4.0
- Size
- 1.27 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- on005558
Categorized Free Recall with Closed-Loop Stimulation at Encoding (Encoding Classifier)
BEH iEEG…sample AUC distribution generated from classification of label-permuted data. p < 0…
- Participants
- 9
- Size
- 12.2 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000188
BNCI 2014-009 P300 dataset
EEG…Visual stimulation, acquisition and online classification were performed with BCI2000. Each subject…
- Participants
- 10
- Channels
- 16 (10-10)
- Citations
- 79
- HED
- v8.4.0
- Size
- 70.0 MB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000192
BNCI 2015-006 Music BCI dataset
EEG…Two classification approaches: (1) general binary classifier and (2) instrument-specific classifiers…
- Participants
- 11
- Citations
- 82
- HED
- v8.4.0
- Size
- 4.38 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000104
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
EMG…Connectionist Temporal Classification (CTC) **Language model**: 6-gram modified Kneser-Ney (trained…
- Participants
- 108
- Size
- 372 GB
- Version
- vv2.0.0
- Updated
- Jul 10, 2026
- nm000170
BNCI 2025-002 Continuous 2D Trajectory Decoding dataset
EEG…Unlike classification-based motor imagery datasets, this dataset contains continuous trajectory labels…
- Participants
- 10
- Channels
- 60 (10-05)
- Citations
- 19
- HED
- v8.4.0
- Size
- 3.42 GB
- Version
- vv1.0.1
- Updated
- Jul 10, 2026
- nm000118
Nakanishi2015 – SSVEP Nakanishi 2015 dataset
EEG…a simulated online BCI experiment. Classification accuracy and information transfer rate (ITR…
- Participants
- 9
- Channels
- 8 (10-10)
- Citations
- 92
- HED
- v8.4.0
- Size
- 65.1 MB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000190
BNCI 2015-012 PASS2D P300 dataset
EEG…Binary classification using linear FDA with shrinkage regularization on 2-4 amplitude…
- Participants
- 10
- Channels
- 63 (10-10)
- Citations
- 84
- HED
- v8.4.0
- Size
- 2.16 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000199
Learning from label proportions for a visual matrix speller (ERP)
EEG…unsupervised, and easy-to-implement classification approach for ERP-based BCIs. The…
- Participants
- 13
- Citations
- 46
- HED
- v8.4.0
- Size
- 5.14 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026