Automatic Sleep Staging Based on Contextual Scalograms and Attention Convolution Neural Network Using Single-Channel EEG.
Yu WeiYongpeng ZhuYihan ZhouXiaokang YuYuxi LuoPublished in: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- single channel
- multi channel
- neural network
- independent component analysis
- prior information
- eeg signals
- brain activity
- frequency domain
- wiener filter
- wavelet decomposition
- pattern recognition
- signal processing
- image processing
- obstructive sleep apnea
- sleep stage
- image restoration
- contextual information
- brain computer interface
- sound source
- wavelet transform
- noise reduction
- computational complexity