Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals.
Ramiro CasalLeandro E. Di PersiaGastón SchlotthauerPublished in: CoRR (2020)
Keyphrases
- recurrent neural networks
- sleep stage
- feed forward
- eeg signals
- neural network
- modulation scheme
- echo state networks
- recurrent networks
- complex valued
- reservoir computing
- feedforward neural networks
- artificial neural networks
- multistage
- hidden layer
- autocorrelation function
- signal processing
- neural model
- hebbian learning
- nonlinear dynamic systems
- sleep apnea
- resonant frequency
- blind source separation
- independent component analysis
- ultra wideband
- cascade correlation