Qing Song

Publication Activity (10 Years)

Years Active: 1995-2018
Publications (10 Years): 8

Top Topics

Training Algorithm

Cardiac Magnetic Resonance

Recurrent Neural Networks

Top Venues

Neural Networks

IEEE Trans. Neural Networks Learn. Syst.

Expert Syst. Appl.

Publications

Sumit Bam Shrestha, Qing Song
Robustness to Training Disturbances in SpikeProp Learning. IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Qing Song, Zhao Xu, Haijin Fan, Danwei Wang
Robust Recurrent Kernel Online Learning. IEEE Trans. Neural Networks Learn. Syst. 28 (5) (2017)
Sumit Bam Shrestha, Qing Song
Robust learning in SpikeProp. Neural Networks 86 (2017)
Sumit Bam Shrestha, Qing Song
Robust spike-train learning in spike-event based weight update. Neural Networks 96 (2017)
XuLei Yang, Qing Song, Yi Su
Automatic segmentation of left ventricle cavity from short-axis cardiac magnetic resonance images. Medical Biol. Eng. Comput. 55 (9) (2017)
Sumit Bam Shrestha, Qing Song
Event Based Weight Update for Learning Infinite Spike Train. ICMLA (2016)
Sumit Bam Shrestha, Qing Song
Adaptive delay learning in SpikeProp based on delay convergence analysis. IJCNN (2016)
Haijin Fan, Qing Song, Sumit Bam Shrestha
Kernel online learning with adaptive kernel width. Neurocomputing 175 (2016)
Sumit Bam Shrestha, Qing Song
Adaptive learning rate of SpikeProp based on weight convergence analysis. Neural Networks 63 (2015)
Haijin Fan, Qing Song, XuLei Yang, Zhao Xu
Kernel online learning algorithm with state feedbacks. Knowl. Based Syst. 89 (2015)
Haijin Fan, Qing Song, Zhao Xu
An information theoretic sparse kernel algorithm for online learning. Expert Syst. Appl. 41 (9) (2014)
Zhao Xu, Qing Song, Danwei Wang
A robust recurrent simultaneous perturbation stochastic approximation training algorithm for recurrent neural networks. Neural Comput. Appl. 24 (7-8) (2014)
Haijin Fan, Qing Song, Sumit Bam Shrestha
Online learning with kernel regularized least mean square algorithms. Knowl. Based Syst. 59 (2014)
XuLei Yang, Aize Cao, Qing Song, Gerald Schaefer, Yi Su
Vicinal support vector classifier using supervised kernel-based clustering. Artif. Intell. Medicine 60 (3) (2014)
Haijin Fan, Qing Song
A linear recurrent kernel online learning algorithm with sparse updates. Neural Networks 50 (2014)
Sumit Bam Shrestha, Qing Song
Weight convergence of SpikeProp and adaptive learning rate. Allerton (2013)
Haijin Fan, Qing Song
A sparse kernel algorithm for online time series data prediction. Expert Syst. Appl. 40 (6) (2013)
Zhimin Wang, Qing Song, Yeng Chai Soh, Kang Sim
An adaptive spatial information-theoretic fuzzy clustering algorithm for image segmentation. Comput. Vis. Image Underst. 117 (10) (2013)
Haijin Fan, Qing Song, Zhao Xu
An information theoretic kernel algorithm for robust online learning. IJCNN (2012)
Zhao Xu, Qing Song, Danwei Wang, Haijin Fan
A training algorithm and stability analysis for recurrent neural networks. FUSION (2012)
Haijin Fan, Qing Song, Zhao Xu
Recurrent online kernel recursive least square algorithm for nonlinear modeling. IECON (2012)
Zhao Xu, Qing Song, Danwei Wang
Recurrent neural tracking control based on multivariable robust adaptive gradient-descent training algorithm. Neural Comput. Appl. 21 (7) (2012)
Zhao Xu, Qing Song, Haijin Fan, Danwei Wang
Online prediction of time series data with recurrent kernels. IJCNN (2012)
Qing Song
Robust Initialization of a Jordan Network With Recurrent Constrained Learning. IEEE Trans. Neural Networks 22 (12) (2011)
Qing Song
Robust Jordan network for nonlinear time series prediction. IJCNN (2011)
Yi-Lei Wu, Fuchun Sun, Jinchuan Zheng, Qing Song
A robust training algorithm of discrete-time MIMO RNN and application in fault tolerant control of robotic system. Neural Comput. Appl. 19 (7) (2010)
Zhimin Wang, Qing Song, Yeng Chai Soh, Kang Sim
A Robust Information Fuzzy Clustering Algorithm for Medical Image Segmentation. GrC (2010)
Zhao Xu, Qing Song, Danwei Wang
Recurrent neural network based tracking control. ICARCV (2010)
Zhimin Wang, Qing Song, Yeng Chai Soh, Kang Sim
Robust Curve Clustering Based on a Multivariate t -Distribution Model. IEEE Trans. Neural Networks 21 (12) (2010)
Qing Song, XuLei Yang, Yeng Chai Soh, Zhimin Wang
An information-theoretic fuzzy C-spherical shells clustering algorithm. Fuzzy Sets Syst. 161 (13) (2010)
Qing Song
On the weight convergence of Elman networks. IEEE Trans. Neural Networks 21 (3) (2010)
XuLei Yang, Qing Song, Yi-Lei Wu, Aize Cao
A novel pruning approach for robust data clustering. Neural Comput. Appl. 18 (7) (2009)
Zhimin Wang, Yeng Chai Soh, Qing Song, Kang Sim
Adaptive spatial information-theoretic clustering for image segmentation. Pattern Recognit. 42 (9) (2009)
Chenyi Guo, Qing Song
Real-Time Control of Variable Air Volume System Based on a Robust Neural Network Assisted PI Controller. IEEE Trans. Control. Syst. Technol. 17 (3) (2009)
Qing Song, Yeng Chai Soh, Lei Zhao
A robust extended Elman backpropagation algorithm. IJCNN (2009)
Yilei Wu, Qing Song, Sheng Liu
A Normalized Adaptive Training of Recurrent Neural Networks With Augmented Error Gradient. IEEE Trans. Neural Networks 19 (2) (2008)
Zhimin Wang, Qing Song, Yeng Chai Soh, Kang Sim
Image clustering by incorporating adaptive spatial connectivity. ICARCV (2008)
Qing Song, James C. Spall, Yeng Chai Soh, Jie Ni
Robust Neural Network Tracking Controller Using Simultaneous Perturbation Stochastic Approximation. IEEE Trans. Neural Networks 19 (5) (2008)
Qing Song, Yi-Lei Wu, Yeng Chai Soh
Robust Adaptive Gradient-Descent Training Algorithm for Recurrent Neural Networks in Discrete Time Domain. IEEE Trans. Neural Networks 19 (11) (2008)
XuLei Yang, Qing Song, Yue Wang, Aize Cao, Yi-Lei Wu
A Modified Deterministic Annealing Algorithm for Robust Image Segmentation. J. Math. Imaging Vis. 30 (3) (2008)
Zhimin Wang, Qing Song, Yeng Chai Soh, Kang Sim
Improved Adaptive Spatial Information Clustering for Image Segmentation. ISVC (1) (2008)
Aize Cao, Qing Song, XuLei Yang
Robust information clustering incorporating spatial information for breast mass detection in digitized mammograms. Comput. Vis. Image Underst. 109 (1) (2008)
Yi-Lei Wu, Qing Song, XuLei Yang
Robust Recurrent Neural Network Control of Biped Robot. J. Intell. Robotic Syst. 49 (2) (2007)
Jie Ni, Qing Song
Pruning Based Robust Backpropagation Training Algorithm for RBF Network Tracking Controller. J. Intell. Robotic Syst. 48 (3) (2007)
XuLei Yang, Qing Song, Yi-Lei Wu
A robust deterministic annealing algorithm for data clustering. Data Knowl. Eng. 62 (1) (2007)
Chengyi Guo, Qing Song, Wenjian Cai
A Neural Network Assisted Cascade Control System for Air Handling Unit. IEEE Trans. Ind. Electron. 54 (1) (2007)
XuLei Yang, Qing Song, Yue Wang
A Weighted Support Vector Machine for Data Classification. Int. J. Pattern Recognit. Artif. Intell. 21 (5) (2007)
Sheng Liu, Qing Song, Aize Cao, Xulei Yang, Yilei Wu
Robust Mixture Model Clustering of DNA Binding Sites. EMBC (2006)
Yilei Wu, Qing Song, Sheng Liu
Incremental Gain Analysis of Chaotic Recurrent Neural Network and Applications in Pattern Association. IJCNN (2006)
Zhimin Wang, Qing Song, Yeng Chai Soh
MRI brain image segmentation by adaptive spatial deterministic annealing clustering. ISBI (2006)
XuLei Yang, Aize Cao, Qing Song
Image Segmentation by Deterministic Annealing Algorithm with Adaptive Spatial Constraints. ISNN (2) (2006)
XuLei Yang, Qing Song, Meng Joo Er
Robust Data Clustering in Mercer Kernel-Induced Feature Space. ISNN (1) (2006)
Zhimin Wang, Qing Song, Yeng Chai Soh, XuLei Yang, Kang Sim
Adaptive Spatial Information Clustering for Image Segmentation. IJCNN (2006)
Jie Ni, Qing Song
Dynamic pruning algorithm for multilayer perceptron based neural control systems. Neurocomputing 69 (16-18) (2006)
Jie Ni, Qing Song, Michael J. Grimble
Robust Pruning of RBF Network for Neural Tracking Control Systems. CDC (2006)
XuLei Yang, Qing Song, Wenbo Zhang, Zhimin Wang
Clustering Spherical Shells by a Mini-Max Information Algorithm. ACCV (2) (2006)
XuLei Yang, Aize Cao, Qing Song
A New Cluster Validity for Data Clustering. Neural Process. Lett. 23 (3) (2006)
Jie Ni, Qing Song
Pruning Neural Networks for a Two-Link Robot Control System. IWANN (2005)
Qing Song
A Robust Information Clustering Algorithm. Neural Comput. 17 (12) (2005)
Jie Ni, Qing Song
Adaptive Simultaneous Perturbation Based Pruning Algorithm for Neural Control Systems. ESANN (2005)
Chengyi Guo, Qing Song, Wenjian Cai
Real-time control of AHU based on a neural network assisted cascade control system. RAM (2004)
XuLei Yang, Qing Song, Aize Cao, Sheng Liu, Chengyi Guo
Robust c-shells based deterministic annealing clustering algorithm. FUZZ-IEEE (2004)
Aize Cao, Qing Song, XuLei Yang, Sheng Liu
Breast Mass Segmentation on Digital Mammograms by a Combined Deterministic Annealing Method. ISBI (2004)
Aize Cao, Qing Song, XuLei Yang, Lei Wang
Breast Mass Segmentation based on Information Theory. ICPR (3) (2004)
Qing Song, James C. Spall, Yeng Chai Soh
Robust neural network tracking controller using simultaneous perturbation stochastic approximation. CDC (2003)
Qing Song, W. J. Hu, L. Yin, Yeng Chai Soh
Robust Adaptive Dead Zone Technology for Fault-Tolerant Control of Robot Manipulators Using Neural Networks. J. Intell. Robotic Syst. 33 (2) (2002)
Qing Song, L. Yin
Robust adaptive fault accommodation for a robot system using a radial basis function neural network. Int. J. Syst. Sci. 32 (2) (2001)
Qing Song, Jizhong Xiao
Design of a Robust Adaptive Neural Tracking Controller. J. Intell. Robotic Syst. 27 (4) (2000)
D. J. Hou, Qing Song, Yeng Chai Soh
Computerised Auto-Scoring System Based Upon Feature Extraction and Neural Network Technologies. J. Intell. Robotic Syst. 29 (4) (2000)
Qing Song, K. P. Kho, K. H. See
Implementation of two-dimensional systolic algorithms for multi-layered neural networks. J. Syst. Archit. 45 (14) (1999)
Qing Song, L. Yin, Yeng Chai Soh
Shifting of the Center of Radial Basis Function Neural Networks in the Presence of Disturbance. Neural Parallel Sci. Comput. 7 (1) (1999)
Qing Song, Jizhong Xiao, Yeng Chai Soh
Robust backpropagation training algorithm for multilayered neural tracking controller. IEEE Trans. Neural Networks 10 (5) (1999)
Qing Song
Training of a single perception neuron using robust projection algorithm. Neural Parallel Sci. Comput. 4 (2) (1996)
Qing Song, Eam Khwang Teoh, Dinesh P. Mital
Multilayered neural network implementation on transputer systolic array. Microprocess. Microprogramming 41 (4) (1995)