Multi-class motor imagery EEG classification using collaborative representation-based semi-supervised extreme learning machine.
Qingshan SheJie ZouZhizeng LuoThinh NguyenRihui LiYingchun ZhangPublished in: Medical Biol. Eng. Comput. (2020)
Keyphrases
- motor imagery
- multi class
- eeg signals
- semi supervised
- brain computer interface
- support vector machine
- extreme learning machine
- multi class classifier
- pairwise
- multi class classification
- cost sensitive
- eeg data
- feature selection
- binary classification
- supervised learning
- blind source separation
- feature extraction
- support vector regression
- classification accuracy
- base classifiers
- svm classifier
- kernel function
- labeled data
- signal processing
- active learning
- feature vectors
- healthy subjects
- training set
- pattern recognition