Resource and Energy Efficient Implementation of ECG Classifier Using Binarized CNN for Edge AI Devices.
David Liang Tai WongYongfu LiDeepu JohnWeng Khuen HoChun-Huat HengPublished in: ISCAS (2021)
Keyphrases
- efficient implementation
- convolutional neural network
- artificial intelligence
- active set
- hardware implementation
- cellular neural networks
- training data
- expert systems
- energy consumption
- support vector machine
- support vector
- mobile devices
- feature selection
- training samples
- intelligent systems
- feature set
- edge detection
- highly parallel
- resource allocation
- decision trees
- machine learning
- knowledge representation
- feature space
- edge detector
- edge information
- efficient processing
- input image
- force field
- energy minimization
- energy efficiency
- monitoring system