BNCI 2014-001 Motor Imagery dataset
…It serves as a standard benchmark for 4-class motor imagery classification…
- Participants
- 9
- Channels
- 22 (10-10)
- Citations
- 90
- HED
- v8.4.0
- Size
- 1.38 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
100 results for "classification" · page 5 of 10 · ranked by relevance
…It serves as a standard benchmark for 4-class motor imagery classification…
[ ---------------------------- Accuracy: 85.0% Itr: 48.7 bits…
…substantially, while maintaining both the classification performance as well as the explained…
…entropy-based methods and PCA/SVD; (5) Classification: SVM, LDA, KNN, Naive…
…For classification: same filter applied causally (forward only) for online portability. Artifact…
…stroke, spinal cord injury, binary classification ## References Zhang, X., Yao, L., Zhang…
…flash that provided the greater classification accuracy when using 5 stimuli. •Each…
…55 channels used for classification (all except Fp1,2, AF3,4, F9…