LiteNet: Lightweight Neural Network for Detecting Arrhythmias at Resource-Constrained Mobile Devices

LiteNet: Lightweight Neural Network for Detecting Arrhythmias at Resource-Constrained Mobile Devices

By running applications and services closer to the user, edge processing provides many advantages, such as short response time and reduced network traffic. Deep-learning based algorithms provide significantly better performances than traditional algorithms in many fields but demand more resources, s...

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Bibliographic Details
Main Authors: Ziyang He, Xiaoqing Zhang, Yangjie Cao, Zhi Liu, Bo Zhang, Xiaoyan Wang
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Sensors
Subjects:
deep learning algorithms
lightweight neural network
resource-constrained mobile devices
electrocardiogram
Online Access:http://www.mdpi.com/1424-8220/18/4/1229

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