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A Fuzzy Deep Model Based on Fuzzy Restricted Boltzmann Machines for High-Dimensional Data Classification 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 7, 页码: 1344-1355
作者:  Feng, Shuang;  Chen, C. L. Philip;  Zhang, Chun-Yang
收藏  |  浏览/下载：238/0  |  提交时间：2020/08/03
Data models  Training  Training data  Fuzzy neural networks  Databases  Neural networks  Classification  fuzzy deep model  fuzzy restricted Boltzmann machine (FRBM)  hybrid learning  
Automatic Leader-Follower Persistent Formation Generation With Minimum Agent-Movement in Various Switching Topologies 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 4, 页码: 1569-1581
作者:  Yu, Dengxiu;  Chen, C. L. Philip
收藏  |  浏览/下载：162/0  |  提交时间：2020/06/02
Topology  Switches  Optimization  Shape  Multi-agent systems  Sensors  Control law  downward-tree  leader-follower  multiagent systems (MASs)  relation-invariable persistent formation (RIPF)  switching topologies  
Optimized Adaptive Nonlinear Tracking Control Using Actor-Critic Reinforcement Learning Strategy 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 卷号: 15, 期号: 9, 页码: 4969-4977
作者:  Wen, Guoxing;  Chen, C. L. Philip;  Ge, Shuzhi Sam;  Yang, Hongli;  Liu, Xiaoguang
收藏  |  浏览/下载：201/0  |  提交时间：2019/12/16
Lyapunov function  neural networks (NNs)  nonlinear systems  optimized tracking control  reinforcement learning (RL) of actor-critic architecture  
Neural Network Filtering Control Design for Nontriangular Structure Switched Nonlinear Systems in Finite Time 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 7, 页码: 2153-2162
作者:  Sui, Shuai;  Chen, C. L. Philip;  Tong, Shaocheng
收藏  |  浏览/下载：239/0  |  提交时间：2019/12/16
Common Lyapunov function  finite time  non-triangular structure  switched systems  
Automatic Leader-Follower Persistent Formation Control for Autonomous Surface Vehicles 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 12146-12155
作者:  Chen, C. L. Philip;  Yu, Dengxiu;  Liu, Lu
收藏  |  浏览/下载：246/0  |  提交时间：2019/07/12
Leader-follower  autonomous surface vehicles  trajectory tracking  relation-invariable persistent formation  broad learning system  dynamic surface control  
Design of Highly Nonlinear Substitution Boxes Based on I-Ching Operators 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 12, 页码: 3349-3358
作者:  Zhang, Tong;  Chen, C. L. Philip;  Chen, Long;  Xu, Xiangmin;  Hu, Bin
收藏  |  浏览/下载：236/0  |  提交时间：2019/01/08
Boolean function  I-Ching  I-Ching operators 23 (ICOs)  periodic iterated function (PIF)  substitution box (S-Box)  
Discriminative graph regularized broad learning system for image recognition 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 11, 页码: 14
作者:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
收藏  |  浏览/下载：179/0  |  提交时间：2019/12/16
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning