CoSleepNet: Automated sleep staging using a hybrid CNN-LSTM network on imbalanced EEG-EOG datasets.
Enes EfeSeral ÖzsenPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- eeg signals
- network model
- obstructive sleep apnea
- convolutional neural network
- database
- complex networks
- wireless sensor networks
- network structure
- peer to peer
- imbalanced data
- data sets
- signal processing
- face detection
- decision trees
- semi automated
- frequency band
- binary classification problems
- healthy subjects
- motor imagery
- neural network