A discriminative approach to automatic seizure detection in multichannel EEG signals.
David JamesXianghua XieParisa EslambolchilarPublished in: EUSIPCO (2014)
Keyphrases
- eeg signals
- epileptic seizures
- event related potentials
- signal processing
- brain activity
- brain computer interface
- detection algorithm
- motor imagery
- eeg data
- frequency analysis
- object detection
- detection method
- feature selection
- healthy subjects
- electrical activity
- extracted features
- kernel density estimators
- false positives
- discriminative classifiers
- rough sets
- support vector machine
- multiresolution
- brain signals
- neural network