Evolutionary approach for selection of optimal EEG electrode positions and features for classification of cognitive tasks.
Rimita LahiriPratyusha RakshitAmit KonarAtulya K. NagarPublished in: CEC (2016)
Keyphrases
- eeg signals
- classification accuracy
- feature vectors
- feature set
- classification method
- feature extraction
- cognitive tasks
- feature space
- feature subset
- extracted features
- spectral features
- pattern recognition
- support vector machine
- feature selection
- sequential forward selection
- pattern classification
- unsupervised learning
- image classification
- signal processing
- high dimensional
- eeg data
- decision trees
- decision making
- machine learning