Cascaded LSTM recurrent neural network for automated sleep stage classification using single-channel EEG signals.
Nicola MichielliU. Rajendra AcharyaFilippo MolinariPublished in: Comput. Biol. Medicine (2019)
Keyphrases
- recurrent neural networks
- eeg signals
- sleep stage
- single channel
- brain activity
- long short term memory
- neural network
- feed forward
- signal processing
- recurrent networks
- pattern recognition
- artificial neural networks
- brain computer interface
- multi channel
- support vector
- motor imagery
- linear discriminant classifier
- sleep apnea
- eeg data
- machine learning
- image classification
- feature space
- extracted features
- gray level