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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：254/0  |  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  
Amplitude spectrum trend-based feature for excitation location classification from snore sounds 期刊论文
PHYSIOLOGICAL MEASUREMENT, 2020, 卷号: 41, 期号: 8, 页码: 13
作者:  Sun, Jingpeng;  Hu, Xiyuan;  Chen, Chen;  Peng, Silong;  Ma, Yan
Adobe PDF(1259Kb)  |  收藏  |  浏览/下载：293/55  |  提交时间：2021/01/07
amplitude trend  signal decomposition  null space pursuit  snore classification  OSA  
Facial image super-resolution guided by adaptive geometric features 期刊论文
EURASIP Journal on Wireless Communications and Networking, 2020, 卷号: 2020, 期号: 1, 页码: 15
作者:  Fan, Zhenfeng;  Hu, Xiyuan;  Chen, Chen;  Wang, Xiaolian;  Peng, Silong
浏览  |  Adobe PDF(4900Kb)  |  收藏  |  浏览/下载：326/61  |  提交时间：2020/08/10
Convolutional neural networks  Depth map  Face super-resolution  
A Network-Based Bioinformatics Approach to Identify Molecular Biomarkers for Type 2 Diabetes that Are Linked to the Progression of Neurological Diseases 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 卷号: 17, 期号: 3, 页码: 25
作者:  Rahman, Md Habibur;  Peng, Silong;  Hu, Xiyuan;  Chen, Chen;  Rahman, Md Rezanur;  Uddin, Shahadat;  Quinn, Julian M. W.;  Moni, Mohammad Ali
浏览  |  Adobe PDF(2713Kb)  |  收藏  |  浏览/下载：388/82  |  提交时间：2020/04/07
bioinformatics  computational biology  gene ontology  protein  pathways  type 2 diabetes  neurological disease  
Bioinformatics Methodologies to Identify Interactions Between Type 2 Diabetes and Neurological Comorbidities 期刊论文
IEEE ACCESS, 2019, 期号: 7, 页码: 183948-183970
作者:  Rahman, Md Habibur;  Peng, Silong;  Hu, Xiyuan;  Chen, Chen;  Uddin, Shahadat;  Quinn, Julian M. W.;  Moni, Mohammad Ali
浏览  |  Adobe PDF(9657Kb)  |  收藏  |  浏览/下载：284/40  |  提交时间：2020/03/30
Bioinformatics  comorbidities  gene set enrichment analysis  gene ontology  neurological disease  pathway  semantic similarity  Type 2 diabetes