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Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者:  Tomaso Poggio;  Hrushikesh Mhaskar;  Lorenzo Rosasco;  Brando Miranda;  Qianli Liao
浏览  |  Adobe PDF(1711Kb)  |  收藏  |  浏览/下载:213/33  |  提交时间:2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
Inferring Functional Connectivity in fMRI Using Minimum Partial Correlation 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 4, 页码: 371-385
作者:  Lei Nie;  Xian Yang1 Pau(l);  M. Matthews;  Zhi-Wei Xu;  Yi-Ke Guo
浏览  |  Adobe PDF(2876Kb)  |  收藏  |  浏览/下载:401/233  |  提交时间:2021/02/23
Functional connectivity  functional magnetic resonance imaging (fMRI)  network modelling  partial correlation  PCalgorithm  resting-state networks.  
Event-based Control and Filtering of Networked Systems: A Survey 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 3, 页码: 239-253
作者:  Lei Zou;  Zi-Dong Wang;  Dong-Hua Zhou
浏览  |  Adobe PDF(3631Kb)  |  收藏  |  浏览/下载:191/42  |  提交时间:2021/02/23
Event-triggered transmission  networked systems  event-based control  event-based filtering  event-triggered distributed state estimation  distributed control with event-based protocol.  
Robust Stabilization of Load Frequency Control System Under Networked Environment 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 1, 页码: 93-105
作者:  Ashraf Khalil;  Ji-Hong Wang;  Omar Mohamed
浏览  |  Adobe PDF(22897Kb)  |  收藏  |  浏览/下载:125/37  |  提交时间:2021/02/23
Load frequency control  load frequency control (LFC)  Markov chains  networked control system  robust stabilization.  
Predicting Individualized Clinical Measures by a Generalized Prediction Framework and Multimodal Fusion of MRI Data 期刊论文
NEUROIMAGE, 2017, 期号: 145, 页码: 218-229
作者:  Meng, Xing;  Jiang, Rongtao;  Lin, Dongdong;  Bustillo, Juan;  Jones, Thomas;  Chen, Jiayu;  Yu, Qingbao;  Du, Yuhui;  Zhang, Yu;  Jiang, Tianzi;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(1031Kb)  |  收藏  |  浏览/下载:301/106  |  提交时间:2020/06/15
Individualized prediction  Multimodal  MATRICS Consensus Cognitive Battery (MCCB)  Schizophrenia  MRI  Neuromarker  
Time-varying Formation Finite-time Tracking Control for Multi-UAV Systems under Jointly Connected Topologies 期刊论文
International Journal of Intelligent Computing and Cybernetics, 2017, 卷号: 4, 期号: 10, 页码: 478-490
作者:  Xiong Tianyi;  Pu Zhiqiang;  Yi Jianqiang
Adobe PDF(634Kb)  |  收藏  |  浏览/下载:219/101  |  提交时间:2019/05/07
Multi-uav System  Formation Tracking Control  Finite Time  Jointly Connected Topologies  
Simultaneous spectrum fitting and baseline correction using sparse representation 期刊论文
Analyst, 2017, 期号: 142, 页码: 2460-2468
作者:  Han QJ(韩权杰);  Xie Q(谢琼);  Peng SL(彭思龙);  Guo BK(郭宝奎)
Adobe PDF(2092Kb)  |  收藏  |  浏览/下载:275/80  |  提交时间:2019/04/24
Sparse Representation  Spectrum Fitting  Baseline Correction  
Discriminative Multimodal Embedding for Event Classication 期刊论文
Journal of Nerual Computing, 2017, 卷号: Volume, 期号: Issue, 页码: pp
作者:  Qi,Fan;  Yang,Xiaoshan;  Zhang,Tianzhu;  Xu,Changsheng
Adobe PDF(4696Kb)  |  收藏  |  浏览/下载:334/103  |  提交时间:2018/10/10
Event Classi cation  Multimodal Embedding  
Geographic, Geometrical and Semantic Reconstruction of Urban Scene from High Resolution Oblique Aerial Image 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 期号: x, 页码: x
作者:  Xiaofeng Sun;  Shuhan Shen;  Hainan Cui;  Lihua Hu;  Zhanyi Hu
Adobe PDF(65663Kb)  |  收藏  |  浏览/下载:346/85  |  提交时间:2018/10/09
Oblique Aerial Image  Point Cloud  Urban Reconstruction  Semantic Labeling  
Robust adaptive critic control design with network-based event-triggered formulation 期刊论文
NONLINEAR DYNAMICS, 2017, 卷号: 90, 期号: 3, 页码: 2023-2035
作者:  Mu, Chaoxu;  Wang, Ding;  Sun, Changyin;  Zong, Qun
Adobe PDF(1014Kb)  |  收藏  |  浏览/下载:411/136  |  提交时间:2018/03/03
Adaptive Critic Control  Disturbance Rejection  Event-triggered Mechanism  Network-based Systems  Robust H-infinity Control