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
104 1999 A pruning method for the recursive least squared algorithm C Leung, K Wong, P Sum, L Chan
Neural Networks 14 (2), 147-174, 2001
78 2001 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
72 1999 A fault-tolerant regularizer for RBF networks CS Leung, JPF Sum
IEEE Transactions on Neural Networks 19 (3), 493-507, 2008
63 2008 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
58 2010 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
57 1996 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
50 1999 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
41 2010 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
37 2008 A note on the equivalence of NARX and RNN JPF Sum, WK Kan, GH Young
Neural computing & applications 8, 33-39, 1999
36 1999 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
34 2003 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
33 2012 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
32 2014 On weight-noise-injection training K Ho, C Leung, J Sum
Advances in Neuro-Information Processing: 15th International Conference …, 2009
31 2009 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
31 1997 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
29 2007 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
28 1998 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
27 2012 New analysis on mobile agents based network routing W Qu, H Shen, J Sum
Applied Soft Computing 6 (1), 108-118, 2005
23 2005 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
22 2017