An Ensemble Deep Learning Approach for Sleep Stage Classification via Single-channel EEG and EOG.
In-Nea WangChoel-Hui LeeHyun-Ji KimHakseung KimDong-Joo KimPublished in: ICTC (2020)
Keyphrases
- sleep stage
- deep learning
- single channel
- sleep apnea
- eeg signals
- multi channel
- unsupervised learning
- training set
- learning algorithm
- signal processing
- training data
- data mining
- image classification
- data analysis
- pattern recognition
- brain activity
- decision trees
- feature selection
- semi supervised
- probabilistic model
- text classification
- pairwise
- image restoration
- prior information
- mental models