A flexible pruning on deep convolutional neural networks

A flexible pruning on deep convolutional neural networks

Despite the successful application of deep convolutional neural networks, due to the redundancy of its structure, the large memory requirements and the high computing cost lead it hard to be well deployed to the edge devices with limited resources.Network pruning is an effective way to eliminate net...

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Bibliographic Details
Main Authors: Liang CHEN, Yaguan QIAN, Zhiqiang HE, Xiaohui GUAN, Bin WANG, Xing WANG
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2022-01-01
Series:Dianxin kexue
Subjects:
convolutional neural network
network pruning
scaling factor
channel contribution
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022004/
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