An effective classification framework for brain-computer interface system design based on combining of fNIRS and EEG signals.
Adi AlhudhaifPublished in: PeerJ Comput. Sci. (2021)
Keyphrases
- eeg signals
- brain computer interface
- motor imagery
- eeg data
- signal processing
- brain activity
- healthy subjects
- kernel density estimators
- brain signals
- event related potentials
- decision trees
- single trial
- linear discriminant classifier
- image processing
- pattern classification
- multiresolution
- event related
- pattern recognition
- electrical activity
- similarity measure
- feature extraction
- feature selection
- learning algorithm