A Graph-Temporal Fused Dual-Input Convolutional Neural Network for Detecting Sleep Stages from EEG Signals.
Qing CaiZhongke GaoJianpeng AnShuang GaoCelso GrebogiPublished in: IEEE Trans. Circuits Syst. II Express Briefs (2021)
Keyphrases
- eeg signals
- convolutional neural network
- signal processing
- obstructive sleep apnea
- spatio temporal
- brain computer interface
- face detection
- motor imagery
- temporal information
- brain activity
- healthy subjects
- data fusion
- random walk
- electrical activity
- directed graph
- kernel density estimators
- graph structure
- eeg data
- temporal patterns
- neural network
- co occurrence
- data analysis
- feature extraction
- decision trees