nm000203
P300 dataset from initial spot study
EEG
…rLDA, Shrinkage LDA - **Feature extraction**: Mean amplitude in time intervals - **Frequency bands…
- Participants
- 13
- Citations
- 2
- HED
- v8.4.0
- Size
- 2.82 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
Discover datasets
100 results for "feature coding" · page 9 of 10 · ranked by relevance
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- nm000191
BigP3BCI Study F — 6x6 multi-paradigm, 3 sessions (10 healthy subjects)
EEG…p300 ## Signal Processing - **Feature extraction**: P300_ERP_detection ## Cross-Validation - **Method**: calibration…
- Participants
- 10
- Channels
- 16 (10-10)
- HED
- v8.4.0
- Size
- 1.91 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000321
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study Q)
EEG…p300 Signal Processing ----------------- Feature extraction: P300_ERP_detection Cross-Validation ---------------- Method: calibration…
- Participants
- 36
- Channels
- 32 (10-10)
- HED
- v8.4.0
- Size
- 3.70 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
- nm000313
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study S2)
EEG…p300 Signal Processing ----------------- Feature extraction: P300_ERP_detection Cross-Validation ---------------- Method: calibration…
- Participants
- 24
- Channels
- 32 (10-10)
- HED
- v8.4.0
- Size
- 3.74 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
- nm000106
FRL Handwriting: Handwriting Decoding from Surface Electromyography
EMG Zarr verified…MPF features + Conformer (attention mechanism) ## Use Cases - **Keyboard-free text entry**: AR…
- Participants
- 100
- Size
- 45.3 GB
- Version
- v2.0.0
- Updated
- Jul 10, 2026
- nm000268
Shin et al. 2017 (Experiment B) — Open Access Dataset for EEG+NIRS Single-Trial Classification
EEG…LDA, Shrinkage LDA Feature extraction: CSP, log-variance Frequency bands: analyzed=[4…
- Participants
- 29
- Channels
- 30 (10-05)
- Citations
- 94
- HED
- v8.4.0
- Size
- 6.62 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
- on004100
HUP iEEG Epilepsy Dataset
iEEG…A subset of the data has been featured in Kini & Bernabei et…
- Participants
- 57
- Citations
- 22
- Size
- 13.2 GB
- Version
- v1.0.0
- 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…Linear Discriminant Analysis (LDA), shrinkage-LDA - **Feature extraction**: mean amplitudes in 10…
- Participants
- 15
- Channels
- 64 (10-10)
- Citations
- 6
- HED
- v8.4.0
- Size
- 23.5 GB
- Version
- v1.0.4
- Updated
- Aug 18, 2026
- nm000243
BNCI 2016-002 Emergency Braking during Simulated Driving dataset
EEG…RLDA, Regularized Linear Discriminant Analysis, Shrinkage LDA - **Feature extraction**: Event-Related Potentials…
- Participants
- 15
- Channels
- 59 (10-10)
- Citations
- 81
- HED
- v8.4.0
- Size
- 14.2 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000266
Sosulski et al. 2019 — Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints
EEG…rLDA, Shrinkage LDA Feature extraction: Mean amplitude in time intervals Frequency bands…
- Participants
- 13
- Channels
- 31 (10-10)
- Citations
- 2
- HED
- v8.4.0
- Size
- 3.68 GB
- Version
- v1.0.4
- Updated
- Aug 18, 2026