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Generative and Discriminative Fuzzy Restricted Boltzmann Machine Learning for Text and Image Classification Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 5,Page: 2237-2248
Authors:  Chen,C. L.Philip;  Feng,Shuang
Favorite |  | TC[WOS]:8 TC[Scopus]:10 | Submit date:2021/03/09
Discriminative learning  fuzzy number  Gaussian fuzzy restricted Boltzmann machine (GFRBM)  image classification  
Finite- Time Stabilization of Nontriangular Systems with Full State Constraints Conference paper
2019 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2019
Authors:  Sui,Shuai;  Chen,C. L.Philip;  Feng,Shuang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
backstepping  Barrier Lyapunov functions  finite-time stability  full state constraints  nontriangular systems  
Nonlinear system identification using a simplified Fuzzy Broad Learning System: Stability analysis and a comparative study Journal article
Neurocomputing, 2019,Volume: 337,Page: 274-286
Authors:  Feng,Shuang;  Chen,C. L.Philip
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Fuzzy BLS  Fuzzy c-means  Gradient descent  Lyapunov stability  Nonlinear system identification  
Universal Approximation Capability of Broad Learning System and Its Structural Variations Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 4,Page: 1191-1204
Authors:  Chen,C. L.Philip;  Liu,Zhulin;  Feng,Shuang
Favorite |  | TC[WOS]:53 TC[Scopus]:79 | Submit date:2021/03/09
Broad learning system (BLS)  deep learning  face recognition  functional link neural networks (FLNNs)  nonlinear function approximation  time-variant big data modeling  universal approximation  
Broad Learning System for Control of Nonlinear Dynamic Systems Conference paper
Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018
Authors:  Feng,Shuang;  Chen,C. L.Philip
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2021/03/09
broad learning system  control  gradient descent  nonlinear system  
A Fuzzy Restricted Boltzmann Machine: Novel Learning Algorithms Based on the Crisp Possibilistic Mean Value of Fuzzy Numbers Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 1,Page: 117-130
Authors:  Feng, Shuang;  Chen, C. L. Philip
Favorite |  | TC[WOS]:27 TC[Scopus]:34 | Submit date:2018/10/30
Crisp possibilistic mean value  fuzzy number  fuzzy restricted Boltzmann machine (FRBM)  learning algorithm