Discrimination and classification of focal and non-focal EEG signals using entropy-based features in the EMD-DWT domain.
Anindya Bijoy DasMohammed Imamul Hassan BhuiyanPublished in: Biomed. Signal Process. Control. (2016)
Keyphrases
- eeg signals
- empirical mode decomposition
- extracted features
- signal processing
- feature space
- feature extraction
- feature vectors
- classification method
- classification accuracy
- motor imagery
- classification models
- healthy subjects
- brain computer interface
- classification process
- brain activity
- feature set
- kernel density estimators
- machine learning
- benchmark datasets
- pattern recognition
- feature analysis
- electrical activity
- image classification
- training set
- fold cross validation
- eeg data
- decision trees
- class discrimination
- neural network
- svm classifier
- non stationary
- similarity measure
- feature selection