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Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 3,Page: 1586-1597
Authors:  Du,Jie;  Vong,Chi Man;  Philip Chen,C. L.
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/11
Broad learning system (BLS)  sequence information  simultaneous learning  text classification  word importance  
Recurrent Broad Learning Systems for Time Series Prediction Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 4,Page: 1405-1417
Authors:  Xu,Meiling;  Han,Min;  Chen,C. L.Philip;  Qiu,Tie
Favorite |  | TC[WOS]:41 TC[Scopus]:31 | Submit date:2021/03/09
Broad learning systems (BLSs)  neural networks (NNs)  prediction  time series  
Multiscale Superpixel-Based Hyperspectral Image Classification Using Recurrent Neural Networks with Stacked Autoencoders Journal article
IEEE Transactions on Multimedia, 2020,Volume: 22,Issue: 2,Page: 487-501
Authors:  Shi,Cheng;  Pun,Chi Man
Favorite |  | TC[WOS]:11 TC[Scopus]:12 | Submit date:2021/03/11
Hyperspectral image classification  Local and nonlocal similarities  Recurrent neural networks  Stacked autoencoders  
Assessing the ability of self-attention networks to learn word order Conference paper
ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
Authors:  Yang,Baosong;  Wang,Longyue;  Wong,Derek F.;  Chao,Lidia S.;  Tu,Zhaopeng
Favorite |  | TC[WOS]:0 TC[Scopus]:5 | Submit date:2021/03/11
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]:65 TC[Scopus]:83 | 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  
SeqViews2SeqLabels: Learning 3D global features via aggregating sequential views by RNN with attention Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 2,Page: 658-672
Authors:  Han Z.;  Shang M.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Zwicker M.;  Han J.;  Chen C.L.P.
Favorite |  | TC[WOS]:51 TC[Scopus]:71 | Submit date:2019/02/14
3d Feature Learning  Attention  Rnn  Sequential Labels  Sequential Views  View Aggregation  
Superpixel-based 3D deep neural networks for hyperspectral image classification Journal article
PATTERN RECOGNITION, 2018,Volume: 74,Page: 600-616
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite |  | TC[WOS]:35 TC[Scopus]:37 | Submit date:2018/10/30
Hyperspectral Image Classification  Superpixel  3d Deep Neural Networks  
Multi-scale hierarchical recurrent neural networks for hyperspectral image classification Journal article
NEUROCOMPUTING, 2018,Volume: 294,Page: 82-93
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite |  | TC[WOS]:31 TC[Scopus]:31 | Submit date:2018/10/30
Hyperspectral Image Classification  Recurrent Neural Networks  Multi-scale  
Decomposition approach to the stability of recurrent neural networks with asynchronous time delays in quaternion field Journal article
NEURAL NETWORKS, 2017,Volume: 94,Page: 55-66
Authors:  Zhang, Dandan;  Kou, Kit Ian;  Liu, Yang;  Cao, Jinde
Favorite |  | TC[WOS]:36 TC[Scopus]:38 | Submit date:2018/10/30
Global Exponential Stability  Quaternion-valued Neural Network  Asynchronous Time Delay  Linear Matrix Inequality  
Rotor resistance online identification of vector controlled induction motor based on neural network Journal article
Mathematical Problems in Engineering, 2014,Volume: 2014
Authors:  Fan B.;  Yang Z.;  Xu W.;  Wang X.
Favorite |  | TC[WOS]:3 TC[Scopus]:7 | Submit date:2018/12/22