Classification of Seizure EEGs Based on Short-Time Fourier Transform and Hidden Markov Model.
Yuwei DuJing JinYan LiuQiang WangPublished in: APSIPA (2020)
Keyphrases
- hidden markov models
- eeg signals
- eeg data
- discriminative training
- speech recognition
- classification accuracy
- viterbi algorithm
- conditional random fields
- machine learning
- sequential data
- short time fourier transform
- epileptic seizures
- pattern recognition
- hierarchical hidden markov model
- estimate the model parameters
- feature selection
- markov model
- support vector machine
- feature vectors
- hidden state
- feature space
- expectation maximization
- graphical models
- fixed point
- brain computer interface
- multiresolution
- image analysis
- handwritten word recognition
- feature extraction
- image processing
- computer vision