Time-Frequency Convolutional Neural Network for Automatic Sleep Stage Classification Based on Single-Channel EEG.
Liangjie WeiYoufang LinJing WangYan MaPublished in: ICTAI (2017)
Keyphrases
- sleep stage
- single channel
- convolutional neural network
- sleep apnea
- multi channel
- signal processing
- face detection
- frequency domain
- eeg signals
- multi class
- pattern classification
- independent component analysis
- pattern recognition
- multi modal
- neural network
- maximum likelihood
- support vector machine
- feature vectors
- high dimensional
- feature extraction
- computer vision
- machine learning