nm000172
High-gamma dataset described in Schirrmeister et al. 2017
EEG
…Deep ConvNet, Shallow ConvNet, ResNet, FBCSP with LDA - **Feature extraction**: FBCSP, CSP…
- Size
- 18.5 GB
- Updated
- May 18, 2026
Discover datasets
100 results for "feature extraction" · page 7 of 10 · ranked by relevance
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- nm000311
Multimodal upper-limb MI/ME EEG (Jeong et al. 2020)
EEG…CSP+RLDA Feature extraction: CSP Frequency bands: mu_beta=[8.0, 30…
- Size
- 88.6 GB
- Updated
- May 16, 2026
- nm000348
Yang et al. 2025 — A multi-day and high-quality EEG dataset for motor imagery brain-computer interface
EEG…CSP+SVM, FBCSP+SVM, EEGNet, deepConvNet, FBCNet Feature extraction: CSP, FBCSP Frequency…
- Size
- 63.4 GB
- Updated
- Jun 3, 2026
- ds004010
MAVIS
EEG…of sensory stimuli with distinct features. Participants detected targets in simultaneous audio…
- Participants
- 24
- nm000203
P300 dataset from initial spot study
EEG…rLDA, Shrinkage LDA - **Feature extraction**: Mean amplitude in time intervals - **Frequency bands…
- Size
- 2.82 GB
- Updated
- Jun 2, 2026
- nm000138
Alex Motor Imagery dataset
EEG…LDA, SVM, MDM, Riemannian, kNN, Naive Bayes, Logistic Regression - **Feature extraction**: CSP…
- Size
- 99.6 MB
- Updated
- May 16, 2026
- nm000231
P300 dataset from Hoffmann et al 2008
EEG…BLDA, FLDA - **Feature extraction**: temporal samples from selected electrodes - **Frequency bands**: analyzed…
- Size
- 1.94 GB
- Updated
- Jun 3, 2026
- nm000160
Multi-joint upper-limb MI dataset from Yi et al. 2025
EEG…ShallowConvNet - **Feature extraction**: ERSP - **Frequency bands**: alpha=[8.0, 13.0] Hz…
- Size
- 20.3 GB
- Updated
- May 25, 2026
- ds005960
General Info: inst-comp-eeg
EEG…The third instruction refered to the relevant feature they had to pay…
- Participants
- 41
- 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…
- Size
- 13.9 GB
- Updated
- Jun 2, 2026