Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals.
Ramiro CasalLeandro E. Di PersiaGastón SchlotthauerPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- recurrent neural networks
- sleep stage
- modulation scheme
- eeg signals
- feed forward
- neural network
- multistage
- complex valued
- autocorrelation function
- recurrent networks
- echo state networks
- feedforward neural networks
- long short term memory
- artificial neural networks
- sleep apnea
- reservoir computing
- hidden layer
- signal processing
- hebbian learning
- neural model
- finite element analysis
- knowledge base
- obstructive sleep apnea
- real time
- control system
- cascade correlation
- reinforcement learning
- resonant frequency
- pulse width