nm000143
BNCI2003_IVa Motor Imagery dataset
EEG
…Boosting bit rates in non-invasive EEG single-trial classifications by feature…
- Participants
- 5
- Channels
- 118 (10-05)
- Citations
- 86
- HED
- v8.4.0
- Size
- 493 MB
- Version
- vv1.0.1
- Updated
- Jul 10, 2026
Discover datasets
94 results for "Riemannian classification" · page 5 of 10 · ranked by relevance
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- on004279
Large Spanish EEG
EEG…network capable of subject-independent classification of perceived sentences. We found that…
- Participants
- 56
- Channels
- 64 (10-10)
- Size
- 25.2 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000120
Oikonomou2016 – SSVEP MAMEM 2 dataset
EEG…entropy-based methods and PCA/SVD; (5) Classification: SVM, LDA, KNN, Naive…
- Participants
- 11
- Channels
- 256 (egi-geodesic)
- Citations
- 38
- HED
- v8.4.0
- Size
- 4.40 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000214
c-VEP dataset from Thielen et al. (2021)
EEG…substantially, while maintaining both the classification performance as well as the explained…
- Participants
- 30
- Citations
- 64
- HED
- v8.4.0
- Size
- 1.26 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000346
CastillosCVEP100
EEG…offline classification Performance (Original Study) ---------------------------- Accuracy: 85.0% Itr: 48.7 bits…
- Participants
- 12
- Citations
- 20
- HED
- v8.4.0
- Size
- 148 MB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000139
BNCI 2014-001 Motor Imagery dataset
EEG…It serves as a standard benchmark for 4-class motor imagery classification…
- Participants
- 9
- Channels
- 22 (10-10)
- Citations
- 90
- HED
- v8.4.0
- Size
- 672 MB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000194
BNCI 2015-010 RSVP P300 dataset
EEG…55 channels used for classification (all except Fp1,2, AF3,4, F9…
- Participants
- 12
- Citations
- 95
- HED
- v8.4.0
- Size
- 2.06 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000158
Liu, Lv et al. 2023 — EEG datasets of stroke patients (motor imagery)
EEG…CSP, FBCSP, ERD/ERS, Riemannian geometry (SCMs on SPD manifolds), Tangent Space…
- Participants
- 50
- Channels
- 29 (10-10)
- Citations
- 73
- HED
- v8.4.0
- Size
- 673 MB
- Version
- vv1.0.1
- Updated
- Jul 10, 2026
- nm000234
BNCI 2015-009 AMUSE (Auditory Multi-class Spatial ERP) dataset
EEG…For classification: same filter applied causally (forward only) for online portability. Artifact…
- Participants
- 21
- Citations
- 159
- HED
- v8.4.0
- Size
- 4.57 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000245
Motor Imagery dataset from Cho et al 2017
EEG…percentage, ERD/ERS analysis, and classification analysis. ## Methodology Subjects performed motor imagery…
- Participants
- 52
- Citations
- 92
- HED
- v8.4.0
- Size
- 6.75 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026