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John Sum
John Sum
Professor, Institute of Technoglogy Management, National Chung Hsing University
Verified email at nchu.edu.tw - Homepage
Title
Cited by
Cited by
Year
On the Kalman filtering method in neural network training and pruning
J Sum, CS Leung, GH Young, WK Kan
IEEE Transactions on Neural Networks 10 (1), 161-166, 1999
1031999
A pruning method for the recursive least squared algorithm
C Leung, K Wong, P Sum, L Chan
Neural Networks 14 (2), 147-174, 2001
792001
Analysis for a class of winner-take-all model
JPF Sum, CS Leung, PKS Tam, GH Young, WK Kan, L Chan
IEEE transactions on neural networks 10 (1), 64-71, 1999
721999
A fault-tolerant regularizer for RBF networks
CS Leung, JPF Sum
IEEE Transactions on Neural Networks 19 (3), 493-507, 2008
632008
Convergence and objective functions of some fault/noise-injection-based online learning algorithms for RBF networks
KIJ Ho, CS Leung, J Sum
IEEE Transactions on Neural Networks 21 (6), 938-947, 2010
582010
On-line training and pruning for recursive least square algorithms
CS Leung, KW Wong, PF Sum, LW Chan
Electronics Letters 32 (23), 2152-2153, 1996
571996
On the regularization of forgetting recursive least square
CS Leung, GH Young, J Sum, WK Kan
IEEE Transactions on Neural Networks 10 (6), 1482-1486, 1999
501999
On the selection of weight decay parameter for faulty networks
CS Leung, HJ Wang, J Sum
IEEE Transactions on Neural Networks 21 (8), 1232-1244, 2010
422010
On objective function, regularizer, and prediction error of a learning algorithm for dealing with multiplicative weight noise
JPF Sum, CS Leung, KIJ Ho
IEEE Transactions on Neural Networks 20 (1), 124-138, 2008
372008
A note on the equivalence of NARX and RNN
JPF Sum, WK Kan, GH Young
Neural computing & applications 8, 33-39, 1999
351999
Analysis on a mobile agent-based algorithm for network routing and management
J Sum, H Shen, C Leung, G Young
IEEE Transactions on Parallel and Distributed Systems 14 (3), 193-202, 2003
342003
Convergence analyses on on-line weight noise injection-based training algorithms for MLPs
J Sum, CS Leung, K Ho
IEEE transactions on neural networks and learning systems 23 (11), 1827-1840, 2012
332012
Lagrange programming neural networks for time-of-arrival-based source localization
CS Leung, J Sum, HC So, AG Constantinides, FKW Chan
Neural Computing and Applications 24, 109-116, 2014
322014
On weight-noise-injection training
K Ho, C Leung, J Sum
Advances in Neuro-Information Processing: 15th International Conference …, 2009
312009
Yet another algorithm which can generate topography map
J Sum, C Leung, L Chan, L Xu
IEEE Transactions on Neural Networks 8 (5), 1204-1207, 1997
311997
Lifetime Performance of an energy efficient clustering algorithm for cluster-based wireless sensor networks
YF Huang, WH Luo, J Sum, LH Chang, CW Chang, RC Chen
Frontiers of High Performance Computing and Networking ISPA 2007 Workshops …, 2007
292007
Analysis on the Convergence Time of Dual Neural Network-Based
Y Xiao, Y Liu, CS Leung, JPF Sum, K Ho
IEEE transactions on neural networks and learning systems 23 (4), 676-682, 2012
282012
Extended Kalman filter–based pruning method for recurrent neural networks
J Sum, L Chan, C Leung, GH Young
Neural computation 10 (6), 1481-1505, 1998
281998
New analysis on mobile agents based network routing
W Qu, H Shen, J Sum
Applied Soft Computing 6 (1), 108-118, 2005
232005
Robustness Analysis on Dual Neural Network-based WTA With Input Noise
R Feng, CS Leung, J Sum
IEEE transactions on neural networks and learning systems 29 (4), 1082-1094, 2017
222017
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