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...

Full description

Saved in:
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:
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022004/
Tags: Add Tag
No Tags, Be the first to tag this record!