Qing Song

According to our database, Qing Song authored at least 75 papers between 1995 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2018

Robustness to Training Disturbances in SpikeProp Learning.

Sumit Bam Shrestha, Qing Song

IEEE Trans. Neural Networks Learn. Syst., 2018

2017

Robust Recurrent Kernel Online Learning.

Qing Song, Zhao Xu, Haijin Fan, Danwei Wang

IEEE Trans. Neural Networks Learn. Syst., 2017

Robust spike-train learning in spike-event based weight update.

Sumit Bam Shrestha, Qing Song

Neural Networks, 2017

Robust learning in SpikeProp.

Sumit Bam Shrestha, Qing Song

Neural Networks, 2017

Automatic segmentation of left ventricle cavity from short-axis cardiac magnetic resonance images.

XuLei Yang, Qing Song, Yi Su

Medical Biol. Eng. Comput., 2017

2016

Kernel online learning with adaptive kernel width.

Haijin Fan, Qing Song, Sumit Bam Shrestha

Neurocomputing, 2016

Adaptive delay learning in SpikeProp based on delay convergence analysis.

Sumit Bam Shrestha, Qing Song

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Event Based Weight Update for Learning Infinite Spike Train.

Sumit Bam Shrestha, Qing Song

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015

Adaptive learning rate of SpikeProp based on weight convergence analysis.

Sumit Bam Shrestha, Qing Song

Neural Networks, 2015

Kernel online learning algorithm with state feedbacks.

Haijin Fan, Qing Song, XuLei Yang, Zhao Xu

Knowl. Based Syst., 2015

2014

A linear recurrent kernel online learning algorithm with sparse updates.

Haijin Fan, Qing Song

Neural Networks, 2014

A robust recurrent simultaneous perturbation stochastic approximation training algorithm for recurrent neural networks.

Zhao Xu, Qing Song, Danwei Wang

Neural Comput. Appl., 2014

Online learning with kernel regularized least mean square algorithms.

Haijin Fan, Qing Song, Sumit Bam Shrestha

Knowl. Based Syst., 2014

An information theoretic sparse kernel algorithm for online learning.

Haijin Fan, Qing Song, Zhao Xu

Expert Syst. Appl., 2014

Vicinal support vector classifier using supervised kernel-based clustering.

XuLei Yang, Aize Cao, Qing Song, Gerald Schaefer, Yi Su

Artif. Intell. Medicine, 2014

2013

A sparse kernel algorithm for online time series data prediction.

Haijin Fan, Qing Song

Expert Syst. Appl., 2013

An adaptive spatial information-theoretic fuzzy clustering algorithm for image segmentation.

Zhimin Wang, Qing Song, Yeng Chai Soh, Kang Sim

Comput. Vis. Image Underst., 2013

Weight convergence of SpikeProp and adaptive learning rate.

Sumit Bam Shrestha, Qing Song

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

Recurrent neural tracking control based on multivariable robust adaptive gradient-descent training algorithm.

Zhao Xu, Qing Song, Danwei Wang

Neural Comput. Appl., 2012

Online prediction of time series data with recurrent kernels.

Zhao Xu, Qing Song, Haijin Fan, Danwei Wang

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

An information theoretic kernel algorithm for robust online learning.

Haijin Fan, Qing Song, Zhao Xu

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Recurrent online kernel recursive least square algorithm for nonlinear modeling.

Haijin Fan, Qing Song, Zhao Xu

Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

A training algorithm and stability analysis for recurrent neural networks.

Zhao Xu, Qing Song, Danwei Wang, Haijin Fan

Proceedings of the 15th International Conference on Information Fusion, 2012

2011

Robust Initialization of a Jordan Network With Recurrent Constrained Learning.

Qing Song

IEEE Trans. Neural Networks, 2011

Robust Jordan network for nonlinear time series prediction.

Qing Song

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

Robust Curve Clustering Based on a Multivariate t -Distribution Model.

Zhimin Wang, Qing Song, Yeng Chai Soh, Kang Sim

IEEE Trans. Neural Networks, 2010

On the weight convergence of Elman networks.

Qing Song

IEEE Trans. Neural Networks, 2010

A robust training algorithm of discrete-time MIMO RNN and application in fault tolerant control of robotic system.

Yi-Lei Wu, Fuchun Sun, Jinchuan Zheng, Qing Song

Neural Comput. Appl., 2010

An information-theoretic fuzzy C-spherical shells clustering algorithm.

Qing Song, XuLei Yang, Yeng Chai Soh, Zhimin Wang

Fuzzy Sets Syst., 2010

Recurrent neural network based tracking control.

Zhao Xu, Qing Song, Danwei Wang

Proceedings of the 11th International Conference on Control, 2010

A Robust Information Fuzzy Clustering Algorithm for Medical Image Segmentation.

Zhimin Wang, Qing Song, Yeng Chai Soh, Kang Sim

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

2009

Real-Time Control of Variable Air Volume System Based on a Robust Neural Network Assisted PI Controller.

Chenyi Guo, Qing Song

IEEE Trans. Control. Syst. Technol., 2009

Adaptive spatial information-theoretic clustering for image segmentation.

Zhimin Wang, Yeng Chai Soh, Qing Song, Kang Sim

Pattern Recognit., 2009

A novel pruning approach for robust data clustering.

XuLei Yang, Qing Song, Yi-Lei Wu, Aize Cao

Neural Comput. Appl., 2009

A robust extended Elman backpropagation algorithm.

Qing Song, Yeng Chai Soh, Lei Zhao

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

A Normalized Adaptive Training of Recurrent Neural Networks With Augmented Error Gradient.

Yilei Wu, Qing Song, Sheng Liu

IEEE Trans. Neural Networks, 2008

Robust Adaptive Gradient-Descent Training Algorithm for Recurrent Neural Networks in Discrete Time Domain.

Qing Song, Yi-Lei Wu, Yeng Chai Soh

IEEE Trans. Neural Networks, 2008

Robust Neural Network Tracking Controller Using Simultaneous Perturbation Stochastic Approximation.

Qing Song, James C. Spall, Yeng Chai Soh, Jie Ni

IEEE Trans. Neural Networks, 2008

A Modified Deterministic Annealing Algorithm for Robust Image Segmentation.

XuLei Yang, Qing Song, Yue Wang, Aize Cao, Yi-Lei Wu

J. Math. Imaging Vis., 2008

Robust information clustering incorporating spatial information for breast mass detection in digitized mammograms.

Aize Cao, Qing Song, XuLei Yang

Comput. Vis. Image Underst., 2008

Improved Adaptive Spatial Information Clustering for Image Segmentation.

Zhimin Wang, Qing Song, Yeng Chai Soh, Kang Sim

Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Image clustering by incorporating adaptive spatial connectivity.

Zhimin Wang, Qing Song, Yeng Chai Soh, Kang Sim

Proceedings of the 10th International Conference on Control, 2008

2007

A Neural Network Assisted Cascade Control System for Air Handling Unit.

Chengyi Guo, Qing Song, Wenjian Cai

IEEE Trans. Ind. Electron., 2007

Robust Recurrent Neural Network Control of Biped Robot.

Yi-Lei Wu, Qing Song, XuLei Yang

J. Intell. Robotic Syst., 2007

Pruning Based Robust Backpropagation Training Algorithm for RBF Network Tracking Controller.

Jie Ni, Qing Song

J. Intell. Robotic Syst., 2007

A Weighted Support Vector Machine for Data Classification.

XuLei Yang, Qing Song, Yue Wang

Int. J. Pattern Recognit. Artif. Intell., 2007

A robust deterministic annealing algorithm for data clustering.

XuLei Yang, Qing Song, Yi-Lei Wu

Data Knowl. Eng., 2007

2006

A New Cluster Validity for Data Clustering.

XuLei Yang, Aize Cao, Qing Song

Neural Process. Lett., 2006

Dynamic pruning algorithm for multilayer perceptron based neural control systems.

Jie Ni, Qing Song

Neurocomputing, 2006

Robust Data Clustering in Mercer Kernel-Induced Feature Space.

XuLei Yang, Qing Song, Meng Joo Er

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Image Segmentation by Deterministic Annealing Algorithm with Adaptive Spatial Constraints.

XuLei Yang, Aize Cao, Qing Song

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

MRI brain image segmentation by adaptive spatial deterministic annealing clustering.

Zhimin Wang, Qing Song, Yeng Chai Soh

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Incremental Gain Analysis of Chaotic Recurrent Neural Network and Applications in Pattern Association.

Yilei Wu, Qing Song, Sheng Liu

Proceedings of the International Joint Conference on Neural Networks, 2006

Adaptive Spatial Information Clustering for Image Segmentation.

Zhimin Wang, Qing Song, Yeng Chai Soh, XuLei Yang, Kang Sim

Proceedings of the International Joint Conference on Neural Networks, 2006

Robust Mixture Model Clustering of DNA Binding Sites.

Sheng Liu, Qing Song, Aize Cao, Xulei Yang, Yilei Wu

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Robust Pruning of RBF Network for Neural Tracking Control Systems.

Jie Ni, Qing Song, Michael J. Grimble

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Clustering Spherical Shells by a Mini-Max Information Algorithm.

XuLei Yang, Qing Song, Wenbo Zhang, Zhimin Wang

Proceedings of the Computer Vision, 2006

2005

A Robust Information Clustering Algorithm.

Qing Song

Neural Comput., 2005

Pruning Neural Networks for a Two-Link Robot Control System.

Jie Ni, Qing Song

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Adaptive Simultaneous Perturbation Based Pruning Algorithm for Neural Control Systems.

Jie Ni, Qing Song

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2004

Real-time control of AHU based on a neural network assisted cascade control system.

Chengyi Guo, Qing Song, Wenjian Cai

Proceedings of the 2004 IEEE Conference on Robotics, Automation and Mechatronics, 2004

Breast Mass Segmentation on Digital Mammograms by a Combined Deterministic Annealing Method.

Aize Cao, Qing Song, XuLei Yang, Sheng Liu

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Breast Mass Segmentation based on Information Theory.

Aize Cao, Qing Song, XuLei Yang, Lei Wang

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Robust c-shells based deterministic annealing clustering algorithm.

XuLei Yang, Qing Song, Aize Cao, Sheng Liu, Chengyi Guo

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003

Robust neural network tracking controller using simultaneous perturbation stochastic approximation.

Qing Song, James C. Spall, Yeng Chai Soh

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Robust neural network/proportional tracking controller with guaranteed global stability.

Qing Song, Mike J. Grimble

Proceedings of the International Symposium on Intelligent Control, 2003

2002

Robust Adaptive Dead Zone Technology for Fault-Tolerant Control of Robot Manipulators Using Neural Networks.

Qing Song, W. J. Hu, L. Yin, Yeng Chai Soh

J. Intell. Robotic Syst., 2002

2001

Robust adaptive fault accommodation for a robot system using a radial basis function neural network.

Qing Song, L. Yin

Int. J. Syst. Sci., 2001

2000

Design of a Robust Adaptive Neural Tracking Controller.

Qing Song, Jizhong Xiao

J. Intell. Robotic Syst., 2000

Computerised Auto-Scoring System Based Upon Feature Extraction and Neural Network Technologies.

D. J. Hou, Qing Song, Yeng Chai Soh

J. Intell. Robotic Syst., 2000

1999

Robust backpropagation training algorithm for multilayered neural tracking controller.

Qing Song, Jizhong Xiao, Yeng Chai Soh

IEEE Trans. Neural Networks, 1999

Shifting of the Center of Radial Basis Function Neural Networks in the Presence of Disturbance.

Qing Song, L. Yin, Yeng Chai Soh

Neural Parallel Sci. Comput., 1999

Implementation of two-dimensional systolic algorithms for multi-layered neural networks.

Qing Song, K. P. Kho, K. H. See

J. Syst. Archit., 1999

1996

Training of a single perception neuron using robust projection algorithm.

Qing Song

Neural Parallel Sci. Comput., 1996

1995

Multilayered neural network implementation on transputer systolic array.

Qing Song, Eam Khwang Teoh, Dinesh P. Mital

Microprocess. Microprogramming, 1995