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Pruning-aware Sparse Regularization for Network Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
Authors:  Nan-Fei Jiang
Adobe PDF(1665Kb)  |  Favorite  |  View/Download：62/8  |  Submit date：2023/01/18
Deep learning  convolutional neural network (CNN)  model compression and acceleration  network pruning  regularization  
Dynamically Optimizing Network Structure Based on Synaptic Pruning in the Brain 期刊论文
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2021, 卷号: 15, 页码: 8
Authors:  Zhao, Feifei;  Zeng, Yi
Favorite  |  View/Download：72/0  |  Submit date：2021/08/15
synaptic pruning  developmental neural network  optimizing network structure  accelerating learning  compressing network  
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 无, 期号: 无, 页码: 无
Authors:  Chen, Zhiqiang;  Xu, Ting-Bing;  Du, Changde;  Liu, Cheng-Lin;  He, Huiguang
View  |  Adobe PDF(4352Kb)  |  Favorite  |  View/Download：133/17  |  Submit date：2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.  
Towards a Brain-inspired Developmental Neural Network by Adaptive Synaptic Pruning 会议论文
, Guangzhou, China, 2017, November 14-18
Authors:  Zhao Feifei;  Zhang Tielin;  Zeng Yi;  Xu Bo
View  |  Adobe PDF(387Kb)  |  Favorite  |  View/Download：144/32  |  Submit date：2019/04/30
Brain-inspired Developmental Neural Network  Brain-inspired Pruning Rules  Structural Plasticity  Network Adaptability  Synaptic Pruning