Combined feature extraction method for classification of EEG signals.
Yong ZhangXiaomin JiBo LiuDan HuangFuding XieYuting ZhangPublished in: Neural Comput. Appl. (2017)
Keyphrases
- eeg signals
- motor imagery
- eeg data
- pattern recognition
- signal processing
- kernel density estimators
- decision rules
- healthy subjects
- brain computer interface
- support vector machine
- support vector
- training set
- image classification
- machine learning
- image segmentation
- classification method
- data mining
- event related potentials
- decision trees
- brain activity
- probability models
- regression method
- fold cross validation
- feature extraction
- extracted features
- classification algorithm
- neural network
- gray level
- principal component analysis
- semi supervised