Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks.
Huy PhanFernando AndreottiNavin CoorayOliver Y. ChénMaarten De VosPublished in: EMBC (2018)
Keyphrases
- sleep stage
- recurrent neural networks
- single channel
- feature space
- feature vectors
- cascade correlation
- feature extraction
- prior knowledge
- feature set
- eeg signals
- recurrent networks
- pattern recognition
- machine learning
- sleep apnea
- reservoir computing
- face recognition
- visual features
- noise reduction
- cross validation
- subband
- signal processing
- artificial neural networks
- learning algorithm