Features importance in seizure classification using scalp EEG reduced to single timeseries.
Sébastien NazeJianbin TangJames R. KozloskiStefan HarrerPublished in: EMBC (2021)
Keyphrases
- eeg signals
- eeg data
- brain computer interface
- signal processing
- extracted features
- feature vectors
- single trial
- spectral features
- brain activity
- healthy subjects
- classification accuracy
- feature extraction
- classification models
- feature set
- classification process
- motor imagery
- classification method
- machine learning
- pattern recognition
- spatial filters
- independent component analysis
- support vector machine
- epileptic seizures
- feature selection algorithms
- extracting features
- feature analysis
- benchmark datasets
- feature selection
- features extraction
- feature values
- svm classifier
- class labels
- feature space