End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets.
Ahmed Imtiaz HumayunAsif Shahriyar SushmitTaufiq HasanMohammed Imamul Hassan BhuiyanPublished in: CoRR (2019)
Keyphrases
- end to end
- single channel
- feed forward
- multi channel
- brain activity
- independent component analysis
- sleep stage
- back propagation
- eeg signals
- frequency domain
- artificial neural networks
- neural network
- signal processing
- wavelet decomposition
- wiener filter
- prior information
- sleep apnea
- congestion control
- machine learning
- real world
- computational complexity
- video sequences
- sound source
- real time