John Sum

On the Kalman filtering method in neural network training and pruning

John Sum, Chi-Sing Leung, Gilbert H. Young et al. · IEEE Transactions on Neural Networks · 1999 · 84 citations

Computing, Computer Science, Machine Learning +16

Analysis for a class of winner-take-all model

John Sum, Chi-Sing Leung, P.K.S. Tam et al. · IEEE Transactions on Neural Networks · 1999 · 63 citations

Engineering, Computer Science, Neuroscience +13

A Fault-Tolerant Regularizer for RBF Networks

Chi-Sing Leung, John Sum · IEEE Transactions on Neural Networks · 2008 · 57 citations

Computing, Computer Engineering, Computer Science +17

Convergence and Objective Functions of Some Fault/Noise-Injection-Based Online Learning Algorithms for RBF Networks

Kevin Ho, Chi-Sing Leung, John Sum · IEEE Transactions on Neural Networks · 2010 · 55 citations

Computing, Computer Engineering, Computer Science +16

On the Selection of Weight Decay Parameter for Faulty Networks

Chi-Sing Leung, Hongjiang Wang, John Sum · IEEE Transactions on Neural Networks · 2010 · 39 citations

Computing, Computer Engineering, Computer Science +15