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CNQ: Compressor-Based Non-uniform Quantization of Deep Neural NetworksInspec keywordsOther keywordsKey words 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
作者:  Yuan, Yong;  Chen, Chen;  Hu, Xiyuan;  Peng, Silong
收藏  |  浏览/下载：283/0  |  提交时间：2021/03/08
entropy  image classification  learning (artificial intelligence)  neural nets  object detection  optimisation  quantisation (signal)  network structure  DNN  low-bit quantization  time-consuming training  compressor-based fast nonuniform quantization method  quantization model  post-training quantization methods  deep neural networks  network quantization  compressor-based nonuniform quantization  CNQ  Non-uniform quantization  Knowledge distillation  Unlabeled samples  Network compression  
Machine-Learning Classifier for Patients with Major Depressive Disorder: Multifeature Approach Based on a High-Order Minimum Spanning Tree Functional Brain Network 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017, 页码: 14
作者:  Guo, Hao;  Qin, Mengna;  Chen, Junjie;  Xu, Yong;  Xiang, Jie
收藏  |  浏览/下载：203/0  |  提交时间：2019/12/16
Alzheimer Classification Using a Minimum Spanning Tree of High-Order Functional Network on fMRI Dataset 期刊论文
FRONTIERS IN NEUROSCIENCE, 2017, 卷号: 11, 页码: 18
作者:  Guo, Hao;  Liu, Lei;  Chen, Junjie;  Xu, Yong;  Jie, Xiang
收藏  |  浏览/下载：250/0  |  提交时间：2019/12/16
Alzheimer's disease  fMRI  minimum spanning tree  high-order functional connectivity network  feature selection  classification  
fMRI classification method with multiple feature fusion based on minimum spanning tree analysis 期刊论文
PSYCHIATRY RESEARCH-NEUROIMAGING, 2018, 卷号: 277, 页码: 14-27
作者:  Guo, Hao;  Yan, Pengpeng;  Cheng, Chen;  Li, Yao;  Chen, Junjie;  Xu, Yong;  Xiang, Jie
收藏  |  浏览/下载：303/0  |  提交时间：2019/12/16
Functional brain network  Minimum spanning tree  Classifier  Depression  Multiple feature fusion  
Resting-State Brain Functional Hyper-Network Construction Based on Elastic Net and Group Lasso Methods 期刊论文
FRONTIERS IN NEUROINFORMATICS, 2018, 卷号: 12, 页码: 18
作者:  Guo, Hao;  Li, Yao;  Xu, Yong;  Jin, Yanyi;  Xiang, Jie;  Chen, Junjie
收藏  |  浏览/下载：205/0  |  提交时间：2019/12/16
depression  hyper-network  elasticnet  grouplasso  classification