nm000261
Imagined speech EEG dataset — vowels condition (Nguyen et al. 2017)
EEG
…2017) ## Overview This dataset comprises preprocessed EEG recordings from 8 healthy subjects…
- Size
- 505 MB
- Updated
- Jun 23, 2026
Discover datasets
100 results for "subject-independent classification" · page 5 of 10 · ranked by relevance
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- nm000193
Kojima et al. 2024 (Dataset A) — An auditory brain-computer interface based on selective attention to multiple tone streams
EEG…Classification accuracy over 80% for 5 subjects, over 75% for 9 subjects…
- Citations
- 8
- Size
- 3.74 GB
- Updated
- Jun 2, 2026
- nm000190
BNCI 2015-012 PASS2D P300 dataset
EEG…10.3389/fnins.2011.00099 - **Subjects**: 10 - **Sessions per subject**: 1 - **Events…
- Citations
- 82
- Size
- 2.16 GB
- Updated
- May 18, 2026
- nm000268
Shin et al. 2017 (Experiment B) — Open Access Dataset for EEG+NIRS Single-Trial Classification
EEG…10.1109/TNSRE.2016.2628057 Subjects: 29 Sessions per subject: 6 Events…
- Citations
- 94
- Size
- 1.87 GB
- Updated
- Jun 3, 2026
- nm000119
Oikonomou2016 – SSVEP MAMEM 1 dataset
EEG…feature extraction, feature selection, classification) is studied independently by keeping all other…
- Citations
- 40
- Size
- 5.36 GB
- Updated
- May 16, 2026
- nm000267
Shin et al. 2017 (Experiment A) — Open Access Dataset for EEG+NIRS Single-Trial Classification
EEG…10.1109/TNSRE.2016.2628057 Subjects: 29 Sessions per subject: 6 Events…
- Citations
- 94
- Size
- 1.87 GB
- Updated
- Jun 12, 2026
- on003739
Perturbed beam-walking task
EEG[
EEG…The dataset includes 238 Files (14.8 GiB) from 39 Subjects acquired…
- Participants
- 39
- ds004952
Novel Reading
EEG…ii) ica_components.npy stores the values of all independent components in…
- Participants
- 10