Classification of Pre-Clinical Seizure States Using Scalp EEG Cross-Frequency Coupling Features.
Daniel JacobsTrevor HiltonMartin del CampoPeter L. CarlenBerj L. BardakjianPublished in: IEEE Trans. Biomed. Eng. (2018)
Keyphrases
- eeg signals
- eeg data
- signal processing
- extracted features
- feature extraction
- classification accuracy
- obstructive sleep apnea
- motor imagery
- spectral features
- brain computer interface
- feature vectors
- healthy subjects
- classification method
- selected features
- feature space
- independent component analysis
- feature selection
- brain activity
- classification process
- high dimensionality
- feature set
- pattern recognition
- classification models
- blind source separation
- patient data
- feature analysis
- benchmark datasets
- image features
- machine learning