nm000139
BNCI 2014-001 Motor Imagery dataset
EEG
…It serves as a standard benchmark for 4-class motor imagery classification…
- Size
- 672 MB
- Updated
- May 16, 2026
100 results for "signal classification" · page 7 of 10 · ranked by relevance
…It serves as a standard benchmark for 4-class motor imagery classification…
…The preprocessing pipeline of the EEG signals is as follows. First, a…
…55 channels used for classification (all except Fp1,2, AF3,4, F9…
…For classification: same filter applied causally (forward only) for online portability. Artifact…
…EEG signals were recorded during these mental articulation tasks. The dataset is…
…We investigated the neural signals recorded using a 64-channel EEG system…
…sEMG signals streamed via Bluetooth 5. Between sessions: Bands doffed and re…
…per_session ## Signal Processing - **Classifiers**: EEGNet, LDA, SVM, MLP - **Feature extraction**: temporal…