Mixed Neural Network Approach for Temporal Sleep Stage Classification.
Hao DongAkara SupratakWei PanChao WuPaul M. MatthewsYike GuoPublished in: CoRR (2016)
Keyphrases
- sleep stage
- neural network
- pattern recognition
- learning vector quantization
- sleep apnea
- machine learning
- pattern classification
- probabilistic neural network
- classification accuracy
- kohonen self organizing map
- feature selection
- automatic classification
- classification scheme
- classification systems
- multi layer perceptron
- classification method
- classification algorithm
- active learning
- feature vectors
- spatio temporal
- neural network is trained
- network architecture
- data sets
- training process
- temporal constraints
- classification models
- prediction model
- temporal information
- spatial and temporal
- class labels
- benchmark datasets
- supervised learning
- fuzzy logic
- artificial neural networks
- training set