A simplified hybrid EEG-fNIRS Brain-Computer Interface for motor task classification.
Guangming ZhuRihui LiTingting ZhangDandan LouRuirong WangYingchun ZhangPublished in: NER (2017)
Keyphrases
- brain computer interface
- motor imagery
- eeg signals
- eeg data
- single trial
- brain signals
- event related
- motor learning
- signal processing
- event related potentials
- brain activity
- visuo motor
- active learning
- healthy subjects
- evoked potentials
- independent component analysis
- classification accuracy
- computer screen
- feature selection
- pattern classification
- spatial filters
- feature vectors
- pattern recognition
- feature extraction
- decision trees