Search Results for author: Zijin Liu

Found 2 papers, 2 papers with code

Arrhythmia Classifier Based on Ultra-Lightweight Binary Neural Network

1 code implementation4 Apr 2023 Ninghao Pu, Zhongxing Wu, Ao Wang, Hanshi Sun, Zijin Liu, Hao liu

With the development of deep learning, numerous ECG classification algorithms based on deep learning have emerged.

Binarization Classification +1

Arrhythmia Classifier using Binarized Convolutional Neural Network for Resource-Constrained Devices

1 code implementation7 May 2022 Ao Wang, Wenxing Xu, Hanshi Sun, Ninghao Pu, Zijin Liu, Hao liu

In this paper, a binarized convolutional neural network suitable for ECG monitoring is proposed, which is hardware-friendly and more suitable for use in resource-constrained wearable devices.

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