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Broad and deep neural network for high-dimensional data representation learning Journal article
Information Sciences, 2022,Volume: 599,Page: 127-146
Authors:  Feng, Qiying;  Liu, Zhulin;  Chen, C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Broad and deep architecture  Broading learning system  High-dimensional data  Representation learning  
Common Spatial Pattern Reformulated for Regularizations in Brain-Computer Interfaces Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 10,Page: 5008-5020
Authors:  Wang, Boyu;  Wong, Chi Man;  Kang, Zhao;  Liu, Feng;  Shui, Changjian;  Wan, Feng;  Chen, C. L.Philip
Favorite |  | TC[WOS]:15 TC[Scopus]:6 | Submit date:2021/12/08
Brain-computer Interface (Bci)  Common Spatial Pattern (Csp)  Generalized Eigenvalue Problem (Gep)  Least Squares  Multitask Learning  Singular Value Decomposition (Svd)  Sparse Learning  Transfer Learning  
Maximum Information Exploitation Using Broad Learning System for Large-Scale Chaotic Time-Series Prediction Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Volume: 32,Issue: 6,Page: 2320-2329
Authors:  Han, Min;  Li, Weijie;  Feng, Shoubo;  Qiu, Tie;  Chen, C. L.Philip
Favorite |  | TC[WOS]:8 TC[Scopus]:6 | Submit date:2021/12/08
Broad Learning System (Bls)  Chaotic Time Series  Feature Reactivation  Maximum Information Exploitation (Mie)  Prediction  
Transferring Subject-Specific Knowledge across Stimulus Frequencies in SSVEP-Based BCIs Journal article
IEEE Transactions on Automation Science and Engineering, 2021,Volume: 18,Issue: 2,Page: 552-563
Authors:  Wong, Chi Man;  Wang, Ze;  Rosa, Agostinho C.;  Chen, C. L.Philip;  Jung, Tzyy Ping;  Hu, Yong;  Wan, Feng
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2021/12/07
Brain-computer Interface (Bci)  Steady-state Visually Evoked Potential (Ssvep)  Stimulus-to-stimulus Transfer  Transfer Learning  
Noise Robust Face Hallucination Based on Smooth Correntropy Representation Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Liu, Licheng;  Feng, Qiying;  Chen, C. L.P.;  Wang, Yaonan
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/13
Correntropy-induced metric (CIM)  Faces  fused LASSO penalty  Image reconstruction  Manifolds  Noise measurement  Noise robustness  smooth representation  sparse regression.  Superresolution  Training  
Fatigue Detection in SSVEP-BCIs Based on Wavelet Entropy of EEG Journal article
IEEE Access, 2021,Volume: 9,Page: 114905-114913
Authors:  Peng, Yufan;  Wong, Chi Man;  Wang, Ze;  Rosa, Agostinho C.;  Wang, Hong Tao;  Wan, Feng
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/13
BCI  EEG  fatigue detection  SSVEP  wavelet entropy  
BNGBS: An efficient network boosting system with triple incremental learning capabilities for more nodes, samples, and classes Journal article
Neurocomputing, 2020,Volume: 412,Page: 486-501
Authors:  Feng, Liangjun;  Zhao, Chunhui;  Chen, C. L.Philip;  Li, Yuan Long;  Zhou, Min;  Qiao, Honglin;  Fu, Chuan
Favorite |  | TC[WOS]:7 TC[Scopus]:10 | Submit date:2021/12/06
Additive Model  Broad Network  Cascade Model  Gradient Boosting Machine  Greedy Strategy  Incremental Learning  
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]:35 TC[Scopus]:30 | Submit date:2021/12/06
Broad Learning System (Bls)  Quantized Input  Stochastic Nonlinear Systems  Stochastically Finite Time Control  
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]:12 TC[Scopus]:14 | Submit date:2021/03/11
Brain-computer Interface  Inter-subject  Intra-subject  Steady-state Visual Evoked Potential  Transfer Learning  
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]:17 TC[Scopus]:21 | Submit date:2021/12/06
Classification  Fuzzy Deep Model  Fuzzy Restricted Boltzmann Machine (Frbm)  Hybrid Learning