Sleep Spindle Detection in EEG Signals Combining HMMs and SVMs.
Iosif MporasPanagiotis KorvesisEvangelia I. ZacharakiVasilis MegalooikonomouPublished in: EANN (2) (2013)
Keyphrases
- eeg signals
- event related potentials
- healthy subjects
- hidden markov models
- signal processing
- obstructive sleep apnea
- frequency analysis
- support vector
- brain computer interface
- epileptic seizures
- anomaly detection
- support vector machine svm
- electrical activity
- support vector machine
- detection algorithm
- multi class
- brain activity
- detection method
- object detection
- false positives
- linear discriminant classifier
- speech recognition
- kernel density estimators
- discriminative classifiers
- human subjects
- neural network
- classification accuracy
- face recognition
- feature selection
- machine learning