Design of Convolutional Neural Network Processor Based on FPGA Resource Multiplexing Architecture

As CNNs are widely used in fields such as image classification and target detection, the total number of parameters and computation of the models is gradually increasing. In addition, the requirements on hardware resources and power consumption for deploying CNNs are becoming higher and higher, lead...

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Bibliographic Details
Main Authors: Fei Yan, Zhuangzhuang Zhang, Yinping Liu, Jia Liu
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/16/5967