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Finite-time adaptive quantized control of stochastic nonlinear systems with input quantization: A broad learning system based identification method Journal article
IEEE Transactions on Industrial Electronics, 2020,Volume: 67,Issue: 10,Page: 8555-8565
Authors:  Sui, Shuai;  Chen, C. L.Philip;  Tong, Shaocheng;  Feng, Shuang
Favorite |  | TC[WOS]:41 TC[Scopus]:36 | Submit date:2021/12/06
Broad Learning System (Bls)  Quantized Input  Stochastic Nonlinear Systems  Stochastically Finite Time Control  
A Fuzzy Deep Model Based on Fuzzy Restricted Boltzmann Machines for High-Dimensional Data Classification Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 7,Page: 1344-1355
Authors:  Feng, Shuang;  Philip Chen, C. L.;  Zhang, Chun Yang
Favorite |  | TC[WOS]:24 TC[Scopus]:25 | Submit date:2021/12/06
Classification  Fuzzy Deep Model  Fuzzy Restricted Boltzmann Machine (Frbm)  Hybrid Learning  
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]:20 TC[Scopus]:20 | Submit date:2021/03/09
Discriminative Learning  Fuzzy Number  Gaussian Fuzzy Restricted Boltzmann Machine (Gfrbm)  Image Classification  
Performance analysis of fuzzy BLS using different cluster methods for classification Journal article
Science China Information Sciences, 2020,Volume: 64,Issue: 4
Authors:  Feng, Shuang;  Chen, C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/12/06
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]:12 TC[Scopus]:17 | 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]:187 TC[Scopus]:206 | 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, IEEE Syst Man & Cybernet Soc, Miyazaki, JAPAN, OCT 07-10, 2018
Authors:  Feng,Shuang;  Chen,C. L.Philip
Favorite |  | TC[WOS]:16 TC[Scopus]:20 | 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]:45 TC[Scopus]:52 | Submit date:2018/10/30
Crisp Possibilistic Mean Value  Fuzzy Number  Fuzzy Restricted Boltzmann Machine (Frbm)  Learning Algorithm