End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets.
Ahmed Imtiaz HumayunAsif Shahriyar SushmitTaufiq HasanMohammed Imamul Hassan BhuiyanPublished in: BHI (2019)
Keyphrases
- end to end
- single channel
- feed forward
- multi channel
- brain activity
- artificial neural networks
- eeg signals
- independent component analysis
- sleep stage
- wiener filter
- back propagation
- prior information
- frequency domain
- neural network
- signal processing
- wavelet decomposition
- congestion control
- multiscale
- sleep apnea
- visual information
- wavelet transform
- sound source
- motion estimation
- scalable video
- multiresolution
- high quality