Research progress of electroencephalogram (EEG) classification method and its application based on support vector machine (SVM).
Chenru HaoChengwei ChenYunlong WenFanzhen MengZiqiang ChiRuibin ZhaoYanru WuQingjie LianLinlin WangPengfei LiLi ChengPublished in: CISP-BMEI (2023)
Keyphrases
- classification method
- support vector machine svm
- eeg signals
- brain computer interface
- healthy subjects
- eeg data
- brain activity
- event related potentials
- frequency band
- support vector machine
- evoked potentials
- knn
- brain signals
- feature extraction
- epileptic seizures
- motor imagery
- k nearest neighbor
- pattern recognition
- classification scheme
- svm classifier
- signal processing
- svm classification
- event related
- nearest neighbor rule
- machine learning
- subband
- independent component analysis
- classification rate
- selected features
- gene selection
- diffusion tensor imaging
- test sample
- feature vectors
- extracted features