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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:47/0  |  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  
An optimizing BP neural network algorithm based on genetic algorithm 期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2011, 卷号: 36, 期号: 2, 页码: 153-162
作者:  Ding, Shifei;  Su, Chunyang;  Yu, Junzhao
收藏  |  浏览/下载:131/0  |  提交时间:2019/12/16
Genetic algorithm (GA)  BP neural network  Connection weight  UCI data