Recent advances in convolutional neural network acceleration

In recent years, convolutional neural networks (CNNs) have shown great performance in various fields such as image classification, pattern recognition, and multi-media compression. Two of the feature properties, local connectivity and weight sharing, can reduce the number of parameters and increase...

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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 323; pp. 37 - 51
Main Authors:	Zhang, Qianru, Zhang, Meng, Chen, Tinghuan, Sun, Zhifei, Ma, Yuzhe, Yu, Bei
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 05.01.2019
Subjects:	Algorithm optimization Convolutional neural network Hardware acceleration Model compression Model compression Convolutional neural network Algorithm optimization Hardware acceleration
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
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