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 | 79 | 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 | 73 | 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 | 42 | 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 |
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 | 28 | 2012 |
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 |
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 | 23 | 2017 |
New analysis on mobile agents based network routing W Qu, H Shen, J Sum Applied Soft Computing 6 (1), 108-118, 2005 | 23 | 2005 |