Self-Supervised Learning for Sleep Stage Classification with Predictive and Discriminative Contrastive Coding.
Qinfeng XiaoJing WangJianan YeHongjun ZhangYuyan BuYiqiong ZhangHao WuPublished in: ICASSP (2021)
Keyphrases
- sleep stage
- discriminative learning
- supervised learning
- incremental learning
- learning tasks
- bayesian network classifiers
- pattern recognition
- structured output
- unsupervised learning
- online learning
- classification accuracy
- classification models
- learning systems
- learning phase
- prior knowledge
- predictive modeling
- support vector machine
- neural network
- feature selection
- decision trees
- machine learning
- coding scheme
- hidden markov models
- active learning
- learning process
- feature vectors
- training set
- feature extraction