Sleep stage classification based on multi-level feature learning and recurrent neural networks via wearable device.
Xin ZhangWeixuan KouEric I-Chao ChangHe GaoYubo FanYan XuPublished in: Comput. Biol. Medicine (2018)
Keyphrases
- recurrent neural networks
- recurrent networks
- cascade correlation
- learning algorithm
- sleep stage
- neural network
- supervised learning
- machine learning
- real time
- decision trees
- feature vectors
- learning process
- incremental learning
- reservoir computing
- echo state networks
- feedforward neural networks
- feature space
- artificial intelligence
- bayesian framework
- learning tasks
- support vector machine svm
- gaussian process
- learning rules
- model selection
- sensor networks
- support vector
- feature selection