Multistage Pruning of CNN Based ECG Classifiers for Edge Devices

Xiaolin Li, Rajesh Panicker, Barry Cardiff +1

Using smart wearable devices to monitor patients electrocardiogram (ECG) for real-time detection of arrhythmias can significantly improve healthcare outcomes. Convolutional neural…