Efficient Hardware Architecture of Convolutional Neural Network for ECG Classification in Wearable Healthcare Device

IEEE Transactions on Circuits and Systems I: Regular Papers(2021)

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摘要
Nowadays, with the increasing shortage of traditional medical resources, the existing portable monitoring healthcare device is no longer satisfactory. Thus, wearable healthcare device with diagnostic capability is becoming much more desirable. However, the design of wearable healthcare device faces the challenge of limited hardware resource and high diagnostic accuracy. In this paper, an efficient...
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关键词
Electrocardiography,Hardware,Convolution,Computer architecture,Feature extraction,Heart beat,Medical diagnosis
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