Guang-Bin Huang

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Sundararajan NRetd. Prof EEE, NTU, SingaporeVerifisert e-postadresse på ntu.edu.sg
Erik CambriaAssociate Professor, NTU SingaporeVerifisert e-postadresse på ntu.edu.sg
Soujanya PoriaAssistant Professor, Singapore University of Technology and DesignVerifisert e-postadresse på sutd.edu.sg
Jiexiong TangKTH Royal Institute of TechnologyVerifisert e-postadresse på kth.se
Cao JiuwenProfessor of Institute of Information and Control, Hangzhou Dianzi University, ChinaVerifisert e-postadresse på hdu.edu.cn
Weiwei ZongHenry Ford Health SystemVerifisert e-postadresse på hfhs.org
Huaguang ZhangNortheastern University, ChinaVerifisert e-postadresse på mail.neu.edu.cn
De-Shuang HuangInstitute of Machine Learning and Systems Biology Tongji UniversityVerifisert e-postadresse på tongji.edu.cn
Chi Man VONGUniversity of MacauVerifisert e-postadresse på umac.mo
Nan LIU, PhDDuke-NUS Medical SchoolVerifisert e-postadresse på duke-nus.edu.sg
Kai (Alex) QinSwinburne University of TechnologyVerifisert e-postadresse på swin.edu.au
Feng GuoruiShanghai UniversityVerifisert e-postadresse på shu.edu.cn
Yew-Soon OngProfessor of Computer ScienceVerifisert e-postadresse på ntu.edu.sg
Arindam BasuProfessor, City University of Hong Kong (past Associate Professor of EEE at NTU)Verifisert e-postadresse på cityu.edu.hk
Michael R. LyuProfessor of Computer Science & Engineering, The Chinese University of Hong KongVerifisert e-postadresse på cse.cuhk.edu.hk
Guoqi LiProfessor, Institue of Automation，Chinese Academy of Sciences，Previously Tsinghua UniversityVerifisert e-postadresse på ia.ac.cn
Rui ZhangPost-Doctoral Fellow @ Institute of Space and Earth Information Science, Chinese University of HongVerifisert e-postadresse på cuhk.edu.hk

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Guang-Bin Huang

Full Professor, Nanyang Technological University, Singapore

Verifisert e-postadresse på ntu.edu.sg - Startside

Machine Learning Neural Networks Neuroscience


Tittel Sortér etter sitater Sortér etter år Sortér etter tittel	Sitert av Sitert av	År
Extreme learning machine: theory and applications GB Huang, QY Zhu, CK Siew Neurocomputing 70 (1-3), 489-501, 2006	12029	2006
Extreme learning machine for regression and multiclass classification GB Huang, H Zhou, X Ding, R Zhang IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011	5441	2011
Extreme learning machine: a new learning scheme of feedforward neural networks GB Huang, QY Zhu, CK Siew 2004 IEEE international joint conference on neural networks (IEEE Cat. No …, 2004	4614	2004
Universal approximation using incremental constructive feedforward networks with random hidden nodes GB Huang, L Chen, CK Siew IEEE Trans. Neural Networks 17 (4), 879-892, 2006	2598	2006
A fast and accurate online sequential learning algorithm for feedforward networks NY Liang, GB Huang, P Saratchandran, N Sundararajan IEEE Transactions on neural networks 17 (6), 1411-1423, 2006	2011	2006
Extreme learning machines: a survey GB Huang, DH Wang, Y Lan International journal of machine learning and cybernetics 2 (2), 107-122, 2011	1961	2011
Trends in extreme learning machines: A review G Huang, GB Huang, S Song, K You Neural Networks 61, 32-48, 2015	1535	2015
Extreme learning machine for multilayer perceptron J Tang, C Deng, GB Huang IEEE transactions on neural networks and learning systems 27 (4), 809-821, 2015	1201	2015
Convex incremental extreme learning machine GB Huang, L Chen Neurocomputing 70 (16-18), 3056-3062, 2007	1181	2007
Enhanced random search based incremental extreme learning machine GB Huang, L Chen Neurocomputing 71 (16-18), 3460-3468, 2008	970	2008
Optimization method based extreme learning machine for classification GB Huang, X Ding, H Zhou Neurocomputing 74 (1-3), 155-163, 2010	947	2010
An insight into extreme learning machines: random neurons, random features and kernels GB Huang Cognitive Computation 6 (3), 376-390, 2014	939	2014
Learning capability and storage capacity of two-hidden-layer feedforward networks GB Huang IEEE transactions on neural networks 14 (2), 274-281, 2003	824	2003
Evolutionary extreme learning machine QY Zhu, AK Qin, PN Suganthan, GB Huang Pattern recognition 38 (10), 1759-1763, 2005	823	2005
A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation GB Huang, P Saratchandran, N Sundararajan IEEE transactions on neural networks 16 (1), 57-67, 2005	796	2005
Weighted extreme learning machine for imbalance learning W Zong, GB Huang, Y Chen Neurocomputing 101, 229-242, 2013	685	2013
Error minimized extreme learning machine with growth of hidden nodes and incremental learning G Feng, GB Huang, Q Lin, R Gay IEEE Transactions on Neural Networks 20 (8), 1352-1357, 2009	684	2009
Representational learning with ELMs for big data LLC Kasun, H Zhou, GB Huang, CM Vong	619	2013
Upper bounds on the number of hidden neurons in feedforward networks with arbitrary bounded nonlinear activation functions GB Huang, HA Babri IEEE transactions on neural networks 9 (1), 224-229, 1998	613	1998
What are extreme learning machines? Filling the gap between Frank Rosenblatt’s dream and John von Neumann’s puzzle GB Huang Cognitive Computation 7 (3), 263-278, 2015	513	2015

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