An Energy Efficient ECG Ventricular Ectopic Beat Classifier Using Binarized CNN for Edge AI Devices.
David Liang Tai WongYongfu LiDeepu JohnWeng Khuen HoChun-Huat HengPublished in: IEEE Trans. Biomed. Circuits Syst. (2022)
Keyphrases
- heart rate variability
- artificial intelligence
- beat classification
- convolutional neural network
- cellular neural networks
- edge information
- knowledge representation
- edge detector
- energy efficient
- intelligent systems
- edge detection
- wireless sensor networks
- training data
- mobile devices
- support vector machine
- expert systems
- support vector
- svm classifier
- classification algorithm
- classification method
- ecg signals
- decision trees
- feature selection
- machine learning
- learning algorithm
- ai systems
- energy efficiency
- document images
- mobile applications
- energy consumption
- class labels
- classification process
- training samples
- heart rate
- feature set
- input image
- training set
- feature space
- image processing