John Sum - Publications, H-index & Citations

John Sum

national chung hsing university

19H指数

123论文数

1.1K被引数

收录论文 26

发表时间

Scheduling with Multitasking and Outsourcing 多任务处理与外包调度

Algorithms

IF2.1

2026-02-09

OAAI

Sum, John; Ho, Kevin I. J.

Neural Network Approach for Robust Estimation of Position of a Target Based on TOA and AOA Signals 基于TOA和AOA信号的鲁棒目标位置估计的神经网络方法

NEURAL INFORMATION PROCESSING, ICONIP 2025, PT VI

IF0

2026-01-01

PREAI

Adegoke, Muideen; Leung, Chi-Sing; Sum, John

A Fast Distributed Algorithm for Uniform Price Auction with Bidding Information Protection 一种保护竞价信息的均匀价格拍卖快速分布式算法

Computation

IF1.9

2025-12-17

OAAI

Sum, John; Leung, Chi-Sing; Chang, Janet C. C.

A Fast Wang kWTA With Application in Sealed-Bid Uniform Price Auction 一种快速Wang kWTA算法及其在密封投标统一价格拍卖中的应用

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2025-08-21

PREAI

John Sum; Chi-Sing Leung; Janet Chun-Chi Chang

Influence of Imperfections on the Operational Correctness of DNN- $k$ WTA Model

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-10-01

PREAI

Lu, Wenhao; Leung, Chi-Sing; Sum, John

Regularization Effect of Random Node Fault/Noise on Gradient Descent Learning Algorithm

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-05-01

PREAI

Sum, John; Leung, Chi-Sing

DNN-kWTA With Bounded Random Offset Voltage Drifts in Threshold Logic Units

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-07-01

PREAI

Lu, Wenhao; Leung, Chi-Sing; Sum, John; Xiao, Yi

Analysis on Noisy Boltzmann Machines and Noisy Restricted Boltzmann Machines 噪声玻尔兹曼机和噪声受限玻尔兹曼机的分析

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Lu, Wenhao; Leung, Chi-Sing; Sum, John

A Limitation of Gradient Descent Learning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2020-06-01

PREAI

Sum, John; Leung, Chi-Sing; Ho, Kevin

Learning Algorithm for Boltzmann Machines With Additive Weight and Bias Noise

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2019-10-01

PREAI

Sum, John; Leung, Chi-Sing

On Wang kWTA With Input Noise, Output Node Stochastic, and Recurrent State Noise

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-09-01

PREAI

Sum, John; Leung, Chi-Sing; Ho, Kevin I-J.

Robustness Analysis on Dual Neural Network-based kWTA With Input Noise

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-04-01

PREAI

Feng, Ruibin; Leung, Chi-Sing; Sum, John

Objective Function and Learning Algorithm for the General Node Fault Situation

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2016-04-01

PREAI

Xiao, Yi; Feng, Rui-Bin; Leung, Chi-Sing; Sum, John

Properties and Performance of Imperfect Dual Neural Network-Based kWTA Networks

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2015-09-01

PREAI

Feng, Ruibin; Leung, Chi-Sing; Sum, John; Xiao, Yi

Recurrent networks for compressive sampling

NEUROCOMPUTING

IF6.5

2014-04-01

PREAI

Leung, Chi-Sing; Sum, John; Constantinides, A. G.

An Improved Fault-Tolerant Objective Function and Learning Algorithm for Training the Radial Basis Function Neural Network

COGNITIVE COMPUTATION

IF4.3

2013-11-28

PREAI

Feng, Ruibin; Xiao, Yi; Leung, Chi Sing; Tsang, Peter W. M.; Sum, John

Effect of Input Noise and Output Node Stochastic on Wang's kWTA

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2013-09-01

PREAI

Sum, John; Leung, Chi-Sing; Ho, Kevin

Convergence Analyses on On-Line Weight Noise Injection-Based Training Algorithms for MLPs

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2012-11-01

PREAI

Sum, John; Leung, Chi-Sing; Ho, Kevin

Analysis on the Convergence Time of Dual Neural Network-Based kWTA

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2012-04-01

PREAI

Xiao, Yi; Liu, Yuxin; Leung, Chi-Sing; Sum, John Pui-Fai; Ho, Kevin

On-Line Node Fault Injection Training Algorithm for MLP Networks: Objective Function and Convergence Analysis

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2012-02-01

PREAI

Sum, John Pui-Fai; Leung, Chi-Sing; Ho, Kevin I. -J.

研究方向