Joint collaborative representation based sleep stage classification with multi-channel EEG signals.
Xiao LiuJun ShiYiheng TuZhiguo ZhangPublished in: EMBC (2015)
Keyphrases
- eeg signals
- multi channel
- sleep stage
- brain computer interface
- signal processing
- anti aliasing
- single channel
- motor imagery
- kernel density estimators
- pattern recognition
- healthy subjects
- eeg data
- linear discriminant classifier
- machine learning
- extracted features
- decision rules
- support vector machine svm
- support vector machine
- feature vectors
- decision trees
- brain activity
- image classification
- spectral features
- data broadcast
- electrical activity
- sleep apnea
- support vector
- event related potentials
- feature selection