Optimizing Single-Trial EEG Classification by Stationary Matrix Logistic Regression in Brain-Computer Interface.
Hong ZengAiguo SongPublished in: IEEE Trans. Neural Networks Learn. Syst. (2016)
Keyphrases
- single trial
- logistic regression
- brain computer interface
- spatial filters
- eeg data
- active learning
- healthy subjects
- event related
- hand movements
- decision trees
- eeg signals
- motor imagery
- support vector
- naive bayes
- signal processing
- non stationary
- loss function
- event related potentials
- brain activity
- classification accuracy
- pairwise
- brain signals
- independent component analysis
- filter bank
- learning algorithm