SABiNN: FPGA Implementation of Shift Accumulate Binary Neural Network Model for Real-Time Automatic Detection of Sleep Apnea.
Omiya HassanRushil ThakkerTanmoy PaulDilruba ParvinAbu Saleh Mohammad MosaSyed Kamrul IslamPublished in: I2MTC (2022)
Keyphrases
- automatic detection
- neural network model
- fpga implementation
- real time
- sleep apnea
- neural network
- hardware implementation
- artificial neural networks
- automatically detecting
- rbf neural network
- field programmable gate array
- neural models
- bp neural network
- sleep stage
- low cost
- general purpose
- dynamic characteristics
- obstructive sleep apnea
- data processing
- parallel processing
- physiological parameters
- pattern recognition