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
- v1.0.0
- Updated
- Jul 10, 2026
Discover datasets
83 results for "classification" · page 8 of 9 · ranked by relevance
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- 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
- 223 GB
- Version
- v2.0.0
- 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
- v1.0.1
- 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
- v1.0.0
- 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
- v1.0.0
- 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
- v1.0.0
- Updated
- Jul 10, 2026
- nm000217
P300 dataset BI2015b from a "Brain Invaders" experiment
EEG[ is studied independently by keeping all…
- Participants
- 11
- Channels
- 256 (egi-geodesic)
- Citations
- 40
- HED
- v8.4.0
- Size
- 5.36 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000196
c-VEP dataset from Thielen et al. (2015)
EEG…turn serve as templates for classification. The linear generative model explains on…
- Participants
- 12
- Citations
- 72
- HED
- v8.4.0
- Size
- 3.48 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000216
P300 dataset BI2015a from a "Brain Invaders" experiment
EEG[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000216-blue…
- Participants
- 43
- Citations
- 36
- HED
- v8.4.0
- Size
- 1.93 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026