Classification of Both Seizure and Non-Seizure Based on EEG Signals Using Hidden Markov Model.
Miran LeeInchan YounJae-Hwan RyuDeok-Hwan KimPublished in: BigComp (2018)
Keyphrases
- eeg signals
- hidden markov models
- signal processing
- brain computer interface
- brain activity
- eeg data
- sequential data
- viterbi algorithm
- motor imagery
- markov model
- gesture recognition
- conditional random fields
- handwritten word recognition
- linear discriminant classifier
- epileptic seizures
- speech recognition
- markov models
- hidden state
- multi stream
- extracted features
- hidden states
- classification accuracy
- kernel density estimators
- hierarchical hidden markov model
- anomaly detection
- discriminative training
- baum welch
- multiresolution
- dynamic probabilistic networks