Complex-valued unsupervised convolutional neural networks for sleep stage classification.
Junming ZhangYan WuPublished in: Comput. Methods Programs Biomed. (2018)
Keyphrases
- sleep stage
- complex valued
- real valued
- sleep apnea
- convolutional neural networks
- classification accuracy
- supervised learning
- activation function
- feature extraction
- training set
- semi supervised
- feature space
- recurrent neural networks
- pattern recognition
- multi valued
- neural network
- classification algorithm
- support vector
- feature selection
- machine learning
- feature vectors
- support vector machine
- support vector machine svm
- support vector regression