Deep Learning for Single-Channel EEG Signals Sleep Stage Scoring Based on Frequency Domain Representation.
Jialin WangYanchun ZhangQinying MaHuihui HuangXiaoyuan HongPublished in: HIS (2019)
Keyphrases
- frequency domain
- single channel
- deep learning
- sleep stage
- eeg signals
- brain activity
- multi channel
- spatial domain
- feature extraction
- unsupervised learning
- denoising
- signal processing
- subband
- sleep apnea
- brain computer interface
- machine learning
- computer vision
- extracted features
- multiscale
- wavelet decomposition
- wiener filter
- wavelet domain
- eeg data
- image quality
- semi supervised