A Multi-Sensor Based Automatic Sleep Apnea Detection System for Adults Using Neural Network Inference on FPGA.
Omiya HassanTanmoy PaulRushil ThakkerDilruba ParvinMd Maruf Hossain ShuvoAbu Saleh Mohammad MosaSyed Kamrul IslamPublished in: MeMeA (2022)
Keyphrases
- neural network
- sleep apnea
- false alarms
- neural network model
- artificial neural networks
- bayesian networks
- automatic analysis
- detection method
- automatic detection
- high speed
- signal processing
- genetic algorithm
- latent variables
- back propagation
- detection algorithm
- bayesian inference
- feature extraction
- neural network is trained
- real time image processing
- inference process
- field programmable gate array
- pattern recognition
- image processing algorithms
- anomaly detection
- self organizing maps
- probabilistic inference
- neural nets
- false positives
- fully automatic
- sensor data