nm000161
BNCI 2024-001 Handwritten Character Classification dataset
EEG
…neural signals of 20 participants. Letters were classified with direct classification from…
- Size
- 10.2 GB
- Updated
- May 18, 2026
Discover datasets
100 results for "signal classification" · page 1 of 10 · ranked by relevance
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- nm000268
Shin et al. 2017 (Experiment B) — Open Access Dataset for EEG+NIRS Single-Trial Classification
EEG…200.0 Hz Signal Processing ----------------- Classifiers: LDA, Shrinkage LDA Feature extraction: CSP…
- Size
- 1.87 GB
- Updated
- Jun 3, 2026
- nm000105
FRL Discrete Gestures: Hand Gesture Recognition from Surface Electromyography
EMG…V - `signal_electrode`: Physical electrode name (E0-E15) - `reference`: bipolar **electrodes.tsv…
- Size
- 34.3 GB
- Updated
- May 16, 2026
- nm000173
Motor Imagery ataset from Ofner et al 2017
EEG…False ## Signal Processing - **Classifiers**: sLDA - **Feature extraction**: time-domain signals, discriminative spatial…
- Size
- 8.54 GB
- Updated
- May 18, 2026
- nm000203
P300 dataset from initial spot study
EEG…13 target and 65 non-target epochs. ## Signal Processing - **Classifiers**: rLDA, Shrinkage…
- Size
- 2.82 GB
- Updated
- Jun 2, 2026
- nm000245
Motor Imagery dataset from Cho et al 2017
EEG…raw EEG data is unfiltered ## Signal Processing - **Classifiers**: FLDA - **Feature extraction**: CSP…
- Size
- 6.75 GB
- Updated
- Jun 3, 2026
- nm000143
BNCI2003_IVa Motor Imagery dataset
EEG…Boosting bit rates in non-invasive EEG single-trial classifications by feature…
- Size
- 493 MB
- Updated
- May 16, 2026
- nm000344
CastillosBurstVEP100
EEG…raw Signal Processing ----------------- Classifiers: Convolutional Neural Network (CNN), Pearson correlation Feature extraction…
- Size
- 148 MB
- Updated
- Jun 3, 2026
- nm000277
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study G)
EEG…p300 Signal Processing ----------------- Feature extraction: P300_ERP_detection Cross-Validation ---------------- Method: calibration…
- Size
- 327 MB
- Updated
- Jun 3, 2026
- nm000231
P300 dataset from Hoffmann et al 2008
EEG…False ## Signal Processing - **Classifiers**: BLDA, FLDA - **Feature extraction**: temporal samples from selected…
- Size
- 1.94 GB
- Updated
- Jun 3, 2026