Combining Generative and Discriminative Neural Networks for Sleep Stages Classification.
Endang Purnama GiriMohamad Ivan FananyAniati Murni ArymurthyPublished in: CoRR (2016)
Keyphrases
- neural network
- pattern recognition
- discriminative learning
- unsupervised learning
- discriminative methods
- bayesian network classifiers
- machine learning
- feature selection
- conditional likelihood
- discriminative classifiers
- classification accuracy
- sleep stage
- discriminative training
- image classification
- support vector
- supervised learning
- feature extraction
- discriminative features
- decision trees
- object category recognition
- multi layer perceptron
- pattern classification
- support vector machine svm
- training samples
- support vector machine
- class discrimination
- learning vector quantization
- classification method
- generative model
- robust classification
- artificial neural networks
- feature set
- neural networks and support vector machines
- model selection
- category labels
- semi supervised
- training set
- discriminative information
- feature vectors
- rule extraction
- eeg signals
- back propagation