John Sum

IEEE Trans. Neural Networks Learn. Syst., October, 2024

2023

Two noise tolerant incremental learning algorithms for single layer feed-forward neural networks.

[BibT_eX]

[DOI]

Hiu Tung Wong

J. Ambient Intell. Humaniz. Comput., December, 2023

A Globally Stable LPNN Model for Sparse Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., August, 2023

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., May, 2023

A Distributed kWTA for Decentralized Auctions.

[BibT_eX]

[DOI]

Gary Sum

Janet C. C. Chang

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Effect of Logistic Activation Function and Multiplicative Input Noise on DNN-kWTA Model.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021

Analysis on Noisy Boltzmann Machines and Noisy Restricted Boltzmann Machines.

[BibT_eX]

[DOI]

IEEE Access, 2021

On Gradient Descent for On-Chip Learning.

[BibT_eX]

[DOI]

Janet C. C. Chang

Proceedings of the 2021 International Conference on Technologies and Applications of Artificial Intelligence, 2021

2020

A Limitation of Gradient Descent Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Constrained Center Loss for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Analysis on the Boltzmann Machine with Random Input Drifts in Activation Function.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019

Learning Algorithm for Boltzmann Machines With Additive Weight and Bias Noise.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Explicit Center Selection and Training for Fault Tolerant RBF Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Analysis on Dropout Regularization.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Fault Tolerant Broad Learning System.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

On Wang k WTA With Input Noise, Output Node Stochastic, and Recurrent State Noise.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Robustness Analysis on Dual Neural Network-based k WTA With Input Noise.

[BibT_eX]

[DOI]

Ruibin Feng

IEEE Trans. Neural Networks Learn. Syst., 2018

MCP Based Noise Resistant Algorithm for Training RBF Networks and Selecting Centers.

[BibT_eX]

[DOI]

Hao Wang

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Fault-Resistant Algorithms for Single Layer Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

A Robust LPNN Technique for Target Localization Under Hybrid TOA/AOA Measurements.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Editorial for Special Issue on ICONIP 2014.

[BibT_eX]

[DOI]

Neural Process. Lett., 2017

Scheduling jobs with multitasking and asymmetric switching costs.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

2016

Objective Function and Learning Algorithm for the General Node Fault Situation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Analysis of the DNN-kWTA Network Model with Drifts in the Offset Voltages of Threshold Logic Units.

[BibT_eX]

[DOI]

Ruibin Feng

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

Properties and Performance of Imperfect Dual Neural Network-Based k WTA Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Online Training for Open Faulty RBF Networks.

[BibT_eX]

[DOI]

Neural Process. Lett., 2015

Analysis on the Effect of Multitasking.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Noise on Gradient Systems with Forgetting.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Non-Line-of-Sight Mitigation via Lagrange Programming Neural Networks in TOA-Based Localization.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

Lagrange programming neural networks for time-of-arrival-based source localization.

[BibT_eX]

[DOI]

Hing-Cheung So

Frankie K. W. Chan

Neural Comput. Appl., 2014

Recurrent networks for compressive sampling.

[BibT_eX]

[DOI]

Neurocomputing, 2014

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

[BibT_eX]

[DOI]

Cogn. Comput., 2014

The Performance of the Stochastic DNN-kWTA Network.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 21st International Conference, 2014

2013

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

HEALPIX DCT technique for compressing PCA-based illumination adjustable images.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2013

GPU Accelerated Spherical K-Means Training.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 20th International Conference, 2013

2012

Analysis on the Convergence Time of Dual Neural Network-Based WTA.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

RBF Networks Under the Concurrent Fault Situation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Optimization of tuning parameters for open node fault regularizer.

[BibT_eX]

[DOI]

Yuxin Liu

Neurocomputing, 2012

Convergence Time of Wang's kWTA Network with Stochastic Output Nodes.

[BibT_eX]

[DOI]

Proceedings of the Third FTRA International Conference on Mobile, 2012

On the Objective Function and Learning Algorithm for Concurrent Open Node Fault.

[BibT_eX]

[DOI]

Kai-Tat Ng

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011

Objective Functions of Online Weight Noise Injection Training Algorithms for MLPs.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

The effect of weight fault on associative networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2011

Guest editorial: special issue on the emerging applications of neural networks.

[BibT_eX]

[DOI]

Tommy W. S. Chow

Neural Comput. Appl., 2011

Regularizers for fault tolerant multilayer feedforward networks.

[BibT_eX]

[DOI]

Shue Kwan Mak

Neurocomputing, 2011

Training RBF network to tolerate single node fault.

[BibT_eX]

[DOI]

Neurocomputing, 2011

Analysis on Wang's kWTA with Stochastic Output Nodes.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Recovery of Sparse Signal from an Analog Network Model.

[BibT_eX]

[DOI]

Ping-Man Lam

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Regularizer for Co-existing of Open Weight Fault and Multiplicative Weight Noise.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010

On the selection of weight decay parameter for faulty networks.

[BibT_eX]

[DOI]

Hongjiang Wang

IEEE Trans. Neural Networks, 2010

Convergence and objective functions of some fault/noise-injection-based online learning algorithms for RBF networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2010

Kernel Width Optimization for Faulty RBF Neural Networks with Multi-node Open Fault.

[BibT_eX]

[DOI]

Neural Process. Lett., 2010

Generalization Error of Faulty MLPs with Weight Decay Regularizer.

[BibT_eX]

[DOI]

Shue Kwan Mak

Proceedings of the Neural Information Processing. Models and Applications, 2010

Lagrange Programming Neural Networks for Compressive Sampling.

[BibT_eX]

[DOI]

Ping-Man Lam

Proceedings of the Neural Information Processing. Models and Applications, 2010

2009

On Objective Function, Regularizer, and Prediction Error of a Learning Algorithm for Dealing With Multiplicative Weight Noise.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2009

SNIWD: Simultaneous Weight Noise Injection with Weight Decay for MLP Training.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Fault Tolerant Regularizers for Multilayer Feedforward Networks.

[BibT_eX]

[DOI]

Deng-yu Qiao

Proceedings of the Neural Information Processing, 16th International Conference, 2009

2008

A Fault-Tolerant Regularizer for RBF Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

On the session lifetime distribution of Gnutella.

[BibT_eX]

[DOI]

Int. J. Parallel Emergent Distributed Syst., 2008

Improved transmission of vector quantized data over noisy channels.

[BibT_eX]

[DOI]

Herbert Chan

Neural Comput. Appl., 2008

Prediction error of a fault tolerant neural network.

[BibT_eX]

[DOI]

Neurocomputing, 2008

Equivalence between Weight Decay Learning and Explicit Regularization to Improve Fault Tolerance of RBF.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

On Node-Fault-Injection Training of an RBF Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Analysis on Generalization Error of Faulty RBF Networks with Weight Decay Regularizer.

[BibT_eX]

[DOI]

Hongjiang Wang

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

On Weight-Noise-Injection Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007

Analysis on a Localized Pruning Method for Connected Dominating Sets.

[BibT_eX]

[DOI]

J. Inf. Sci. Eng., 2007

Lifetime Performance of an Energy Efficient Clustering Algorithm for Cluster-Based Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of High Performance Computing and Networking ISPA 2007 Workshops, 2007

Fault Tolerance of Connectivity Performance in CDMA-Based Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of High Performance Computing and Networking ISPA 2007 Workshops, 2007

Analysis on Bidirectional Associative Memories with Multiplicative Weight Noise.

[BibT_eX]

[DOI]

Tien-Tsin Wong

Proceedings of the Neural Information Processing, 14th International Conference, 2007

2006

On-line estimation of the final prediction error via recursive least-squares method.

[BibT_eX]

[DOI]

Neurocomputing, 2006

Prediction Error of a Fault Tolerant Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 13th International Conference, 2006

Pricing Web Services.

[BibT_eX]

[DOI]

Proceedings of the Advances in Grid and Pervasive Computing, 2006

2005

Stochastic analysis of mobile agent-based e-shopping.

[BibT_eX]

[DOI]

Wenyu Qu

Int. J. Electron. Bus., 2005

New analysis on mobile agents based network routing.

[BibT_eX]

[DOI]

Wenyu Qu

Appl. Soft Comput., 2005

Analysis on the Session Life Time Distribution of Gnutella.

[BibT_eX]

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2005

2004

Analysis and Design of an Agent Searching Algorithm for e-Marketplaces.

[BibT_eX]

[DOI]

Clust. Comput., 2004

A Study of the Connectedness of Gnutella.

[BibT_eX]

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004

A Novel Connection Algorithm for P2P Network.

[BibT_eX]

Siu-Chung Lau

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004

Further Analysis on the Application of Mobile Agents in Network Routing.

[BibT_eX]

Wenyu Qu

Proceedings of the ICETE 2004, 2004

2003

Analysis on a Mobile Agent-Based Algorithm for Network Routing and Management.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2003

Analysis on Extended Ant Routing Algorithms for Network Routing and Management.

[BibT_eX]

[DOI]

J. Supercomput., 2003

Two alternative soft self-organizing maps: their algorithms and applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2003

Asymptotic Analysis on an Unbounded Zero-One Knapsack with Discrete-Sized Objects.

[BibT_eX]

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003

On Two Allocation Methods for Web Services.

[BibT_eX]

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003

2001

A pruning method for the recursive least squared algorithm.

[BibT_eX]

[DOI]

Neural Networks, 2001

2000

A Local Training and Pruning Approach for Neural Networks.

[BibT_eX]

[DOI]

Sheng-Jiang Chang

Kwok-Wo Wong

Int. J. Neural Syst., 2000

Efficient Algorithms for On-line Communication in Optical WDM Networks (Preliminary Version).

[BibT_eX]

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2000

Efficient Dynamic Group Membership Updating for On-Line Communication in Optical WDM Networks (Preliminary Version).

[BibT_eX]

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2000

1999

On the Kalman filtering method in neural network training and pruning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1999

Analysis for a class of winner-take-all model.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1999

On the regularization of forgetting recursive least square.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1999

An Adaptive Bayesian Pruning for Neural Networks in a Non-Stationary Environment.

[BibT_eX]

[DOI]

Wing-Kay Kan

Neural Comput., 1999

A Note on the Equivalence of NARX and RNN.

[BibT_eX]

[DOI]

Wing-Kay Kan

Neural Comput. Appl., 1999

1998

Extended Kalman filter based pruning algorithms and several aspects of neural network learning.

[BibT_eX]

[DOI]

PhD thesis, 1998

Extended Kalman Filter-Based Pruning Method for Recurrent Neural Networks.

[BibT_eX]

[DOI]

Neural Comput., 1998

1997

Yet another algorithm which can generate topography map.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1997

1996

Storage behavior and error correction capability of bidirectional associative memory under forgetting learning.

[BibT_eX]

[DOI]

Neural Parallel Sci. Comput., 1996

Note on the Maxnet Dynamics.

[BibT_eX]

[DOI]

Peter Kwong-Shun Tam

Neural Comput., 1996

Attraction Basin of Bidirectional Associative Memories.

[BibT_eX]

[DOI]