中国科学院计算技术研究所机构知识库

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	Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs 期刊论文 NEUROCOMPUTING, 2022, 卷号: 505, 页码: 375-387 作者:  Ma, Xiu;  Li, Guangli;  Liu, Lei;  Liu, Huaxiao;  Wang, Xueying 收藏  |  浏览/下载：11/0  |  提交时间：2023/07/12 Deep learning systems  Neural network compression  Filter pruning
	Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning 期刊论文 JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 卷号: 124, 页码: 11 作者:  Li, Guangli;  Ma, Xiu;  Wang, Xueying;  Yue, Hengshan;  Li, Jiansong;  Liu, Lei;  Feng, Xiaobing;  Xue, Jingling 收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07 Edge intelligence  Deep learning  Neural network compression
	Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15 作者:  Deng, Lei;  Wu, Yujie;  Hu, Yifan;  Liang, Ling;  Li, Guoqi;  Hu, Xing;  Ding, Yufei;  Li, Peng;  Xie, Yuan 收藏  |  浏览/下载：24/0  |  提交时间：2022/06/21 Neurons  Computational modeling  Quantization (signal)  Optimization  Encoding  Task analysis  Synapses  Activity regularization  alternating direction method of multiplier (ADMM)  connection pruning  spiking neural network (SNN) compression  weight quantization
	A deep neural network compression algorithm based on knowledge transfer for edge devices 期刊论文 COMPUTER COMMUNICATIONS, 2020, 卷号: 163, 页码: 186-194 作者:  Chen, Yanming;  Li, Chao;  Gong, Luqi;  Wen, Xiang;  Zhang, Yiwen;  Shi, Weisong 收藏  |  浏览/下载：335/0  |  提交时间：2020/12/10 Edge device  Deep learning  Neural network compression  Knowledge transfer
	Optimization feature compression and FNN realization 期刊论文 INTELLIGENT CONTROL AND AUTOMATION, 2006, 卷号: 344, 页码: 951-956 作者:  Ding, Shifei;  Wang, Yuncheng;  Shi, Zhongzhi;  Jin, Fengxiang 收藏  |  浏览/下载：37/0  |  提交时间：2019/12/16 pattern recognition  optimization feature compression  entropy density function (EDF)  representation entropy (RE)  feedforward neural network (FNN)