Automatic Sleep Stage Classification by CNN-Transformer-LSTM using single-channel EEG signal.
Duc Thien PhamRoman MoucekPublished in: BIBM (2023)
Keyphrases
- eeg signals
- sleep stage
- single channel
- brain activity
- multi channel
- pattern recognition
- classification accuracy
- signal processing
- feature extraction
- feature space
- sleep apnea
- feature selection
- kernel density estimators
- neural network
- pattern classification
- decision rules
- frequency domain
- hidden markov models
- training set
- computer vision
- machine learning