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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：232/0  |  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  
Outdoor Shadow Estimating Using Multiclass Geometric Decomposition Based on BLS 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2152-2165
作者:  Chen, Zhihua;  Gao, Ting;  Sheng, Bin;  Li, Ping;  Chen, C. L. Philip
收藏  |  浏览/下载：235/0  |  提交时间：2020/06/22
Lighting  Sun  Estimation  Learning systems  Feature extraction  Neural networks  Classification algorithms  Broad learning system (BLS)  illumination estimating  Markov random field (MRF)  multiclass integrating  shadow synthesis  
Force Sensorless Admittance Control With Neural Learning for Robots With Actuator Saturation 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 卷号: 67, 期号: 4, 页码: 3138-3148
作者:  Peng, Guangzhu;  Yang, Chenguang;  He, Wei;  Chen, C. L. Philip
收藏  |  浏览/下载：209/0  |  提交时间：2020/03/30
Robot sensing systems  Admittance  Manipulators  Force  Torque  Adaptation models  Adaptive neural control  admittance control  neural networks (NNs)  observer  
Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 414-424
作者:  Feng, Shuangg;  Chen, C. L. Philip
收藏  |  浏览/下载：186/0  |  提交时间：2020/03/30
Broad learning system (BLS)  classification  k-means  regression  Takagi-Sugeno (TS) fuzzy system  
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：232/0  |  提交时间：2019/12/16
Common Lyapunov function  finite time  non-triangular structure  switched systems  
Universal Approximation Capability of Broad Learning System and Its Structural Variations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1191-1204
作者:  Chen, C. L. Philip;  Liu, Zhulin;  Feng, Shuang
收藏  |  浏览/下载：237/0  |  提交时间：2019/12/16
Broad learning system (BLS)  deep learning  face recognition  functional link neural networks (FLNNs)  non-linear function approximation  time-variant big data modeling  universal approximation  
Fuzzy Adaptive Finite-Time Control Design for Nontriangular Stochastic Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2019, 卷号: 27, 期号: 1, 页码: 172-184
作者:  Sui, Shuai;  Chen, C. L. Philip;  Tong, Shaocheng
收藏  |  浏览/下载：202/0  |  提交时间：2019/07/12
Multiple-input and multiple-output (MIMO) stochastic nonlinear systems  nontriangular form  state filter  stochastically finite-time control  
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：242/0  |  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：232/0  |  提交时间：2019/01/08
Boolean function  I-Ching  I-Ching operators 23 (ICOs)  periodic iterated function (PIF)  substitution box (S-Box)