on007020
EEG Mortality Dataset in Parkinson's Disease
EEG
…or to build machine learning models for classification. Questions or requests: Please…
- Participants
- 94
- Channels
- 63 (10-10)
- Size
- 1.74 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
Discover datasets
100 results for "machine learning classification" · page 1 of 10 · ranked by relevance
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- nm000313
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study S2)
EEG[
- HED
- v8.4.0
- Size
- 1.11 GB
- Version
- v1.0.1
- Updated
- Jul 10, 2026
- nm000277
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study G)
EEG[
- HED
- v8.4.0
- Size
- 327 MB
- Version
- v1.0.1
- Updated
- Jul 10, 2026
- nm000105
FRL Discrete Gestures: Hand Gesture Recognition from Surface Electromyography
EMG…errors ## Use Cases ### Machine Learning - **Time series classification**: Discrete event detection - **Generic…
- Participants
- 100
- Size
- 20.6 GB
- Version
- v2.0.0
- Updated
- Jul 10, 2026
- nm000183
Multicenter iEEG dataset for classification of graphoelements and artifactual signals (FNUSA)
iEEGNejedly2020 multicenter iEEG graphoelement clips (FNUSA) This BIDS dataset is converted from…
- Participants
- 14
- Size
- 20.8 GB
- Version
- v1.0.2
- Updated
- Jul 10, 2026
- on005540
EmoEEG-MC: A Multi-Context Emotional EEG Dataset for Cross-Context Emotion Decoding
BEH EEG…Using Support Vector Machines (SVMs) with L1 regularization, we achieved cross-context…
- Participants
- 60
- Channels
- 64
- Size
- 70.4 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000252
Imagined speech EEG dataset — long words condition (Nguyen et al. 2017)
EEG…vector machines for brain-computer interface applications, achieving mean classification accuracy of…
- Participants
- 6
- Channels
- 60 (10-10)
- HED
- v8.4.0
- Size
- 252 MB
- Version
- v1.0.1
- Updated
- Jul 10, 2026
- nm000224
Imagined speech EEG dataset — short and long words (Nguyen et al. 2017)
EEG…vector machine approaches for brain-computer interface applications, achieving mean classification accuracy…
- Participants
- 6
- Channels
- 60 (10-10)
- HED
- v8.4.0
- Size
- 236 MB
- Version
- v1.0.1
- Updated
- Jul 10, 2026
- nm000261
Imagined speech EEG dataset — vowels condition (Nguyen et al. 2017)
EEG…feature extraction and relevance vector machine classification, achieving approximately 49% mean accuracy…
- Participants
- 8
- Channels
- 60 (10-10)
- HED
- v8.4.0
- Size
- 505 MB
- Version
- v1.0.1
- Updated
- Jul 10, 2026
- nm000182
Multicenter iEEG dataset for classification of graphoelements and artifactual signals (MAYO)
iEEGNejedly2020 multicenter iEEG graphoelement clips (MAYO) This BIDS dataset is converted from…
- Participants
- 24
- Size
- 15.0 GB
- Version
- v1.0.2
- Updated
- Jul 10, 2026