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Inter- A nd Intra-Subject Transfer Reduces Calibration Effort for High-Speed SSVEP-Based BCIs Journal article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020,Volume: 28,Issue: 10,Page: 2123-2135
Authors:  Wong,Chi Man;  Wang,Ze;  Wang,Boyu;  Lao,Ka Fai;  Rosa,Agostinho;  Xu,Peng;  Jung,Tzyy Ping;  Chen,C. L.Philip;  Wan,Feng
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2021/03/11
Brain-computer interface  inter-subject  intra-subject  steady-state visual evoked potential  transfer learning  
Deep Fuzzy Clustering-A Representation Learning Approach Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 7,Page: 1420-1433
Authors:  Feng,Qiying;  Chen,Long;  Philip Chen,C. L.;  Guo,Li
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2021/03/09
Deep Learning  Discriminative Graph  Fuzzy C-means (Fcm)  Fuzzy Compactness And Separation (Fcs)  Pseudolabel  
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]:10 TC[Scopus]:13 | Submit date:2021/03/09
Discriminative learning  fuzzy number  Gaussian fuzzy restricted Boltzmann machine (GFRBM)  image classification  
Broad Graph-Based Non-Negative Robust Continuous Clustering Journal article
IEEE Access, 2020,Volume: 8,Page: 121693-121704
Authors:  Feng,Qiying;  Chen,C. L.Philip;  Chen,Long
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Broad Learning System  Non-negative Matrix Factorization  Representation Learning  Robust Continuous Clustering  
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
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backstepping  Barrier Lyapunov functions  finite-time stability  full state constraints  nontriangular systems  
Structured manifold broad learning system: A manifold perspective for large-scale chaotic time series analysis and prediction Journal article
IEEE Transactions on Knowledge and Data Engineering, 2019,Volume: 31,Issue: 9,Page: 1809-1821
Authors:  Han,Min;  Feng,Shoubo;  Chen,C. L.Philip;  Xu,Meiling;  Qiu,Tie
Favorite |  | TC[WOS]:48 TC[Scopus]:36 | Submit date:2021/03/09
Broad learning system  Dynamical system  Manifold learning  Nonuniform embedding  Time series  
Combinatorial mutagenesis en masse optimizes the genome editing activities of SpCas9 Journal article
NATURE METHODS, 2019,Volume: 16,Issue: 8,Page: 722–730
Authors:  Gigi C. G. Choi;  Peng Zhou;  Chaya T. L. Yuen;  Becky K. C. Chan;  Feng Xu;  Siyu Bao;  Hoi Yee Chu;  Dawn Thean;  Kaeling Tan;  Koon Ho Wong;  Zongli Zheng;  Alan S. L. Wong
Favorite |  | TC[WOS]:18 TC[Scopus]:20 | Submit date:2020/05/21
Modified Gram-Schmidt Method-Based Variable Projection Algorithm for Separable Nonlinear Models Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 8,Page: 2410-2418
Authors:  Chen,Guang Yong;  Gan,Min;  Ding,Feng;  Chen,C. L.Philip
Favorite |  | TC[WOS]:45 TC[Scopus]:46 | Submit date:2021/03/09
Data fitting  modified Gram-Schmidt (MGS)  parameter estimation  separable nonlinear least-squares problem  variable projection (VP)  
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
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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]:88 TC[Scopus]:123 | 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