A lightweight convolutional neural network hardware implementation for wearable heart rate anomaly detection.
Minghong GuYuejun ZhangYongzhong WenGuangpeng AiHuihong ZhangPengjun WangGuoqing WangPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- lightweight
- hardware implementation
- anomaly detection
- convolutional neural network
- heart rate
- physical activity
- face detection
- blood pressure
- intrusion detection
- signal processing
- efficient implementation
- heart rate variability
- detect anomalies
- anomalous behavior
- detecting anomalies
- network traffic
- network anomaly detection
- network intrusion detection
- field programmable gate array
- neural network
- intrusion detection system
- sensor networks
- ecg signals
- network security
- unsupervised learning
- image processing
- negative selection algorithm
- low cost
- object detection
- one class support vector machines
- machine learning
- real time