Energy Efficient Software-hardware Co-design of Quantized Recurrent Convolutional Neural Network for Continuous Cardiac Monitoring

Author:

Hu Jinhai1,Leow Cong Sheng2,Goh Wang Ling1,Gao Yuan2

Affiliation:

1. Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,Republic of Singapore,639798

2. Institute of Microelectronics (IME),Agency for Science, Technology and Research (A*STAR),Singapore,Republic of Singapore,138634

Publisher

IEEE

Reference28 articles.

1. ECG Heartbeat Classification: A Deep Transferable Representation

2. A 1D convolutional neural network for heartbeat classification from single lead ECG;li;IEEE Int Conf on Electronics Circuits and Systems (ICECS),2020

3. Rethinking the Inception Architecture for Computer Vision

4. ECG signal classification using convolutional neural networks for biometric identification;cordo?;IEEE Int Conf Telecom and Signal Process (TSP),2021

5. Energy-Efficient Intelligent ECG Monitoring for Wearable Devices

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