EEG-based Classification of Epileptic and Non-Epileptic Events using Multi-Array Decomposition.
Evangelia PippaVasileios G. KanasEvangelia I. ZacharakiVasiliki TsirkaMichael KoutroumanidisVasileios MegalooikonomouPublished in: Int. J. Monit. Surveillance Technol. Res. (2016)
Keyphrases
- eeg signals
- eeg data
- brain computer interface
- motor imagery
- independent component analysis
- brain activity
- signal processing
- healthy subjects
- pattern recognition
- benchmark datasets
- brain signals
- epileptic seizures
- single trial
- feature extraction
- neural network
- machine learning
- data sets
- event detection
- decision trees
- extracted features
- decomposition method
- classification systems
- feature selection
- electrical activity
- image processing
- support vector
- wavelet packet
- preprocessing
- support vector machine
- feature space
- classification models
- training set
- training samples
- classification accuracy
- supervised learning
- multi class