Portable Sleep Apnea Syndrome Screening and Event Detection Using Long Short-Term Memory Recurrent Neural Network.
Hung-Chi ChangHau-Tieng WuPo-Chiun HuangHsi-Pin MaYu-Lun LoYuan-Hao HuangPublished in: Sensors (2020)
Keyphrases
- event detection
- recurrent neural networks
- long short term memory
- obstructive sleep apnea
- sleep apnea
- sleep stage
- neural network
- apnea hypopnea
- recurrent networks
- reservoir computing
- feed forward
- automatic analysis
- event recognition
- complex valued
- physiological parameters
- hidden layer
- video analysis
- echo state networks
- video surveillance
- video event detection
- activity recognition
- video event
- scan statistic
- composite events
- active database management systems
- neural network structure
- sports video
- semantic event detection
- fuzzy logic
- artificial neural networks