Guang-Bin Huang
Guang-Bin Huang
Verifisert e-postadresse på ntu.edu.sg - Startside
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Extreme learning machine: theory and applications
GB Huang, QY Zhu, CK Siew
Neurocomputing 70 (1-3), 489-501, 2006
107882006
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
49742011
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
40722004
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
24762006
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
18872006
Extreme learning machines: a survey
GB Huang, DH Wang, Y Lan
International journal of machine learning and cybernetics 2 (2), 107-122, 2011
18632011
Trends in extreme learning machines: A review
G Huang, GB Huang, S Song, K You
Neural Networks 61, 32-48, 2015
13602015
Convex incremental extreme learning machine
GB Huang, L Chen
Neurocomputing 70 (16-18), 3056-3062, 2007
11452007
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
10512015
Enhanced random search based incremental extreme learning machine
GB Huang, L Chen
Neurocomputing 71 (16-18), 3460-3468, 2008
9462008
Optimization method based extreme learning machine for classification
GB Huang, X Ding, H Zhou
Neurocomputing 74 (1-3), 155-163, 2010
9002010
An insight into extreme learning machines: random neurons, random features and kernels
GB Huang
Cognitive Computation 6 (3), 376-390, 2014
8502014
Evolutionary extreme learning machine
QY Zhu, AK Qin, PN Suganthan, GB Huang
Pattern recognition 38 (10), 1759-1763, 2005
7912005
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
7722005
Learning capability and storage capacity of two-hidden-layer feedforward networks
GB Huang
IEEE transactions on neural networks 14 (2), 274-281, 2003
7362003
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
6732009
Weighted extreme learning machine for imbalance learning
W Zong, GB Huang, Y Chen
Neurocomputing 101, 229-242, 2013
6002013
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
5741998
Representational learning with ELMs for big data
LLC Kasun, H Zhou, GB Huang, CM Vong
5602013
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
4922015
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Artikler 1–20