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IEEE Transactions on Neural Networks and Learning Systems|February 11, 2017
Robustness Analysis on Dual Neural Network-based $k$ WTA With Input NoiseRuibin Feng, Chi-Sing Leung, John SumIEEE Transactions on Neural Networks and Learning Systems|November 7, 2014
Properties and Performance of Imperfect Dual Neural Network-Based kWTA NetworksRuibin Feng, Chi-Sing Leung, John Sum, et al.IEEE Transactions on Neural Networks and Learning Systems|November 30, 2021
A Globally Stable LPNN Model for Sparse ApproximationHao Wang, Ruibin Feng, Chi-Sing Leung, et al.IEEE Transactions on Neural Networks and Learning Systems|January 23, 2019
Learning Algorithm for Boltzmann Machines With Additive Weight and Bias NoiseJohn Sum, Chi Sing LeungIEEE Transactions on Neural Networks and Learning Systems|September 6, 2021
Regularization Effect of Random Node Fault/Noise on Gradient Descent Learning AlgorithmJohn Sum, Chi-Sing LeungIEEE Transactions on Neural Networks and Learning Systems|May 9, 2014
Effect of input noise and output node stochastic on Wang's kWTAJohn Sum, Chi-Sing Leung, Kevin HoIEEE Transactions on Neural Networks and Learning Systems|June 13, 2023
Influence of Imperfections on the Operational Correctness of DNN-kWTA ModelWenhao Lu, Chi-Sing Leung, John SumIEEE Transactions on Neural Networks and Learning Systems|August 10, 2019
A Limitation of Gradient Descent LearningJohn Sum, Chi-Sing Leung, Kevin HoIEEE Transactions on Neural Networks and Learning Systems|May 9, 2014
Convergence analyses on on-line weight noise injection-based training algorithms for MLPsJohn Sum, Chi-Sing Leung, Kevin HoIEEE Transactions on Neural Networks|December 30, 2010
Objective functions of online weight noise injection training algorithms for MLPsKevin Ho, Chi-Sing Leung, John SumPageof 9