A single-channel EEG based automatic sleep stage classification method leveraging deep one-dimensional convolutional neural network and hidden Markov model.
Bufang YangXilin ZhuYitian LiuHongxing LiuPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- hidden markov models
- classification method
- single channel
- sleep stage
- convolutional neural network
- multi channel
- k nearest neighbor
- knn
- support vector machine svm
- speech enhancement
- independent component analysis
- support vector machine
- wiener filter
- classification algorithm
- speech recognition
- brain activity
- sleep apnea
- frequency domain
- face detection
- text classification
- wavelet decomposition
- prior information
- neural network
- denoising
- pattern recognition
- nearest neighbor
- multiresolution
- feature extraction
- information retrieval