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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：23/4  |  Submit date：2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.  
A neuroimaging biomarker for striatal dysfunction in schizophrenia 期刊论文
NATURE MEDICINE, 2020, 期号: 26, 页码: 27
Authors:  Li, Ang;  Zalesky, Andrew;  Yue, Weihua;  Howes, Oliver;  Yan, Hao;  Liu, Yong;  Fan, Lingzhong;  Whitaker, Kirstie J.;  Xu, Kaibin;  Rao, Guangxiang;  Li, Jin;  Liu, Shu;  Wang, Meng;  Sun, Yuqing;  Song, Ming;  Li, Peng;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Liu, Wenming;  Li, Zhigang;  Yang, Yongfeng;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Lu, Lin;  Yan, Jun;  Song, Yuqing;  Wang, Huiling;  Zhang, Hongxing;  Wu, Huawang;  Ning, Yuping;  Du, Yuhui;  Cheng, Yuqi;  Xu, Jian;  Xu, Xiufeng;  Zhang, Dai;  Wang, Xiaoqun;  Jiang, Tianzi;  Liu, Bing
View  |  Adobe PDF(5512Kb)  |  Favorite  |  View/Download：73/14  |  Submit date：2020/06/02
TREATMENT-RESISTANT SCHIZOPHRENIA,RESTING-STATE FMRI,FUNCTIONAL CONNECTIVITY,DOPAMINE HYPOTHESIS,GENE-EXPRESSION,NETWORK  
Periodic impulse signal separation based on resonance-based sparse signal decomposition and its application to the fault detection of rolling bearing 期刊论文
MEASUREMENT & CONTROL, 2020, 卷号: 53, 期号: 3-4, 页码: 601-612
Authors:  Juan, Du;  Yan, Lu;  Xian, Tao;  Yu, Zheng;  Chu, Chen Guo
Favorite  |  View/Download：19/0  |  Submit date：2020/07/06
Resonance-based sparse signal decomposition  Q-factor  empirical mode decomposition  energy operator demodulating  fault detection  
A Text Localization Method Based on Weak Supervision 会议论文
, Sydney, Australia, Australia, 20-25 Sept. 2019
Authors:  Zhang, Jiyuan;  Du, Chen;  Feng, Zipeng;  Wang, Yanna;  Wang, Chunheng
View  |  Adobe PDF(1179Kb)  |  Favorite  |  View/Download：28/5  |  Submit date：2020/06/11
weak supervision  fully convolutional network  text localization map  
OSTER: An Orientation Sensitive Scene Text Recognizer with CenterLine Rectification 会议论文
, Auckland, New Zealand, 2019.11.26-2019.11.29
Authors:  Feng, Zipeng;  Du, Chen;  Wang, Yanna;  Xiao, Baihua
View  |  Adobe PDF(1567Kb)  |  Favorite  |  View/Download：37/6  |  Submit date：2020/06/12
Scene text recognition  Arbitrarily-aligned Chinese texts  Attention selective network  Centerline rectification  Sequence-to-sequence  
Spectrum Sensing Method Based on Information Geometry and Deep Neural Network 期刊论文
ENTROPY, 2020, 卷号: 22, 期号: 1, 页码: 13
Authors:  Du, Kaixuan;  Wan, Pin;  Wang, Yonghua;  Ai, Xiongzhi;  Chen, Huang
Favorite  |  View/Download：24/0  |  Submit date：2020/06/02
spectrum sensing  information geometry  statistical manifold  geodesic distance  deep neural network  
Selective feature connection mechanism: Concatenating multi-layer CNN features with a feature selector 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 129, 页码: 108-114
Authors:  Du, Chen;  Wang, Chunheng;  Wang, Yanna;  Shi, Cunzhao;  Xiao, Baihua
Favorite  |  View/Download：33/0  |  Submit date：2020/03/30
Feature combination  Network architecture  Selective feature connection mechanism  Convolutional neural network  
NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders 期刊论文
NEUROIMAGE-CLINICAL, 2020, 卷号: 28, 页码: 19
Authors:  Du, Yuhui;  Fu, Zening;  Sui, Jing;  Gao, Shuang;  Xing, Ying;  Lin, Dongdong;  Salman, Mustafa;  Abrol, Anees;  Rahaman, Md Abdur;  Chen, Jiayu;  Hong, L. Elliot;  Kochunov, Peter;  Osuch, Elizabeth A.;  Calhoun, Vince D.
Favorite  |  View/Download：2/0  |  Submit date：2021/03/01
fMRI  Independent component analysis  Brain disorders  Reproducible and comparable biomarkers  NeuroMark  
Multi-Objective Three-Dimensional DV-Hop Localization Algorithm With NSGA-II 期刊论文
IEEE SENSORS JOURNAL, 2019, 卷号: 19, 期号: 21, 页码: 10003-10015
Authors:  Cai, Xingjuan;  Wang, Penghong;  Du, Lei;  Cui, Zhihua;  Zhang, Wensheng;  Chen, Jinjun
Favorite  |  View/Download：29/0  |  Submit date：2020/03/30
Wireless sensor networks (WSNs)  3DDV-Hop algorithm  multi-objective positioning model  N2-3DDV-Hop  
Radiomic analysis for pretreatment prediction of response to neoadjuvant chemotherapy in locally advanced cervical cancer: A multicentre study 期刊论文
EBIOMEDICINE, 2019, 卷号: 46, 页码: 160-169
Authors:  Sun, Caixia;  Tian, Xin;  Liu, Zhenyu;  Li, Weili;  Li, Pengfei;  Chen, Jiaming;  Zhang, Weifeng;  Fang, Ziyu;  Du, Peiyan;  Duan, Hui;  Liu, Ping;  Wang, Lihui;  Chen, Chunlin;  Tian, Jie
Favorite  |  View/Download：45/0  |  Submit date：2019/12/16
Radiomics  Magnetic resonance imaging  Neoadjuvant chemotherapy  Locally advanced cervical cancer