Classification of Epileptoid Oscillations in EEG Using Shannon's Entropy Amplitude Probability Distribution.
Ronald BrobergRory A. LewisPublished in: SISAP (2014)
Keyphrases
- probability distribution
- information theory
- eeg signals
- classification accuracy
- classification systems
- automatic classification
- machine learning
- pattern classification
- image classification
- feature extraction
- support vector machine
- feature vectors
- supervised learning
- classification scheme
- eeg data
- feature selection
- sleep stage
- brain computer interface
- classification process
- information theoretic
- benchmark datasets
- machine learning algorithms
- support vector machine svm
- mutual information
- decision trees
- preprocessing
- support vector
- data sets
- single trial
- shannon entropy
- spectral features
- training data
- pattern recognition
- feature space
- feature set
- training samples
- decision rules
- svm classifier
- random variables