Youshen Xia

发表

Two Fast Complex-Valued Algorithms for Solving Complex Quadratic Programming Problems

Songchuan Zhang, Youshen Xia, 2016, IEEE Transactions on Cybernetics.

Cooperative Recurrent Neural Network for Multiclass Support Vector Machine Learning

Mohamed S. Kamel, Ying Yu, Youshen Xia, 2009, ISNN.

Joint Noise Reduction and lp-Norm Minimization for Enhancing Time Delay Estimation in Colored Noise

Youshen Xia, Jingxian Tu, Youshen Xia, 2016 .

Guest Editorial Special Issue on Neurodynamic Systems for Optimization and Applications

Zhigang Zeng, Xiaolin Hu, Andrzej Cichocki, 2016, IEEE Trans. Neural Networks Learn. Syst..

On convergence rate of projection neural networks

Gang Feng, Youshen Xia, G. Feng, 2004, IEEE Trans. Autom. Control..

Global asymptotic and exponential stability of a dynamic neural system with asymmetric connection weights

Jun Wang, Youshen Xia, Jun Wang, 2001, IEEE Trans. Autom. Control..

A recurrent neural network for solving nonlinear projection equations

Jun Wang, Youshen Xia, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

A new neural network for solving linear programming problems and its application

Youshen Xia, 1996, IEEE Trans. Neural Networks.

A discrete-time recurrent neural network for shortest-path routing

Jun Wang, Youshen Xia, 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

An adaptive regularization method for low-dose CT reconstruction from CT transmission data in Poisson–Gaussian noise

Youshen Xia, Shu Zhang, Changzhong Zou, 2019 .

Global exponential stability of recurrent neural networks for solving optimization and related problems

Jun Wang, Youshen Xia, Jun Wang, 2000, IEEE Trans. Neural Networks Learn. Syst..

Grasping-force optimization for multifingered robotic hands using a recurrent neural network

Jun Wang, Youshen Xia, Lo Ming Fok, 2004, IEEE Transactions on Robotics and Automation.

A complex-valued neural dynamical optimization approach and its stability analysis

Wei Xing Zheng, Songchuan Zhang, Youshen Xia, 2015, Neural Networks.

A Cooperative Recurrent Neural Network for Solving L1 Estimation Problems with General Linear Constraints

Mohamed S. Kamel, Youshen Xia, Youshen Xia, 2008, Neural Computation.

Blind super-resolution image reconstruction based on novel blur type identification

Youshen Xia, Liqing Huang, 2017, 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI).

Neural data fusion algorithms based on a linearly constrained least square method

Henry Leung, Éloi Bossé, Youshen Xia, 2002, IEEE Trans. Neural Networks.

A novel deformable image registration algorithm based on improved active demons

Youshen Xia, Shiyong Zhuang, 2017, 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI).

Low-dimensional recurrent neural network-based Kalman filter for speech enhancement

Jun Wang, Youshen Xia, Jun Wang, 2015, Neural Networks.

Cooperative Recurrent Neural Networks for the Constrained $L_{1}$ Estimator

Mohamed S. Kamel, Youshen Xia, 2007, IEEE Transactions on Signal Processing.

A High-Performance Neural Network for Solving

Wai-Kai Chen, Youshen Xia, Jianmin Li, 1996 .

A dual neural network for kinematic control of redundant robot manipulators

Jun Wang, Youshen Xia, Jun Wang, 2001, IEEE Trans. Syst. Man Cybern. Part B.

A new regression estimator with neural network realization

Henry Leung, Nan Xie, Éloi Bossé, 2005, IEEE Transactions on Signal Processing.

A Bi-Projection Neural Network for Solving Constrained Quadratic Optimization Problems

Jun Wang, Youshen Xia, Jun Wang, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Fast distributed multichannel speech enhancement using novel frequency domain estimators of magnitude-squared spectrum

Youshen Xia, Jingxian Tu, Youshen Xia, 2015, Speech Commun..

A new neural network for solving nonlinear projection equations

Gang Feng, Youshen Xia, G. Feng, 2007, Neural Networks.

Joint blur kernel estimation and CNN for blind image restoration

Youshen Xia, Liqing Huang, Youshen Xia, 2020, Neurocomputing.

A Novel Iterative Method for Computing Generalized Inverse

Tianping Chen, Youshen Xia, Jinjun Shan, 2014, Neural Computation.

Blind hyperspectral image super resolution via simultaneously sparse and TV constraint

Youshen Xia, Changzhong Zou, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Discrete-Time Neural Network for Fast Solving Large Linear $L_{1}$ Estimation Problems and its Application to Image Restoration

Wei Xing Zheng, Changyin Sun, Youshen Xia, 2012, IEEE Transactions on Neural Networks and Learning Systems.

A Measurement Fusion Method for Nonlinear System Identification Using a Cooperative Learning Algorithm

Mohamed S. Kamel, Youshen Xia, Youshen Xia, 2007, Neural Computation.

Low-Light Image Enhancement Based on Joint Generative Adversarial Network and Image Quality Assessment

Youshen Xia, Wei Hua, Youshen Xia, 2018, 2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI).

A recurrent neural network for nonlinear convex programming

Jun Wang, Youshen Xia, 2003, Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03..

A Cooperative Projection Neural Network for Fast Solving Linear Reconstruction Problems

Youshen Xia, Youshen Xia, 2017, ISNN.

A Novel Cooperative Neural Learning Algorithm for Data Fusion

Mohamed S. Kamel, Youshen Xia, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

On Exponential Convergence Conditions of an Extended Projection Neural Network

Youshen Xia, Dongyi Ye, Dongyi Ye, 2008, Neural Computation.

A recurrent neural network for solving linear projection equations

Jun Wang, Youshen Xia, Jun Wang, 2000, Neural Networks.

An Extended Projection Neural Network for Constrained Optimization

Youshen Xia, Youshen Xia, 2004, Neural Computation.

A Cooperative Learning Algorithm for Multiclass Classification

Youshen Xia, Yu Ying, 2010, 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

A dual neural network solving quadratic programming problems

Jun Wang, Youshen Xia, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Nonlinear spatial-temporal prediction based on optimal fusion

Henry Leung, Youshen Xia, Youshen Xia, 2006, IEEE Trans. Neural Networks.

A Generalized Least Absolute Deviation Method for Parameter Estimation of Autoregressive Signals

Mohamed S. Kamel, Youshen Xia, Youshen Xia, 2008, IEEE Transactions on Neural Networks.

On Convergence Conditions of an Extended Projection Neural Network

Gang Feng, Youshen Xia, G. Feng, 2005, Neural Computation.

Cooperative Learning Algorithms for Data Fusion Using Novel $L_{1}$ Estimation

Mohamed S. Kamel, Youshen Xia, 2008, IEEE Transactions on Signal Processing.

A prediction fusion method for reconstructing spatial temporal dynamics using support vector machines

Youshen Xia, Henry Leung, Hing Chan, 2006, IEEE Transactions on Circuits and Systems II: Express Briefs.

Solving Variational Inequality Problems with Linear Constraints Based on a Novel Recurrent Neural Network

Jun Wang, Youshen Xia, Jun Wang, 2007, ISNN.

A Fast Algorithm for 2-D ARMA Parameters Estimation

Youshen Xia, Zhipo Deng, 2009, ISNN.

Neural network for solving linear programming problems with bounded variables

Youshen Xia, Jiasong Wang, 1995, IEEE Trans. Neural Networks.

Natural Images Enhancement Using Structure Extraction and Retinex

Youshen Xia, Xiaoyu Du, Youshen Xia, 2020, ACIVS.

A one-layer recurrent neural network for support vector machine learning

Jun Wang, Youshen Xia, Jun Wang, 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

A discrete-time recurrent neural network for shortest-path routing

Jun Wang, Youshen Xia, 2000, IEEE Trans. Autom. Control..

A general methodology for designing globally convergent optimization neural networks

Jun Wang, Youshen Xia, Jun Wang, 1998, IEEE Trans. Neural Networks.

Analysis and application of a novel fast algorithm for 2-D ARMA model parameter estimation

Wei Xing Zheng, Youshen Xia, Zhipo Deng, 2013, Autom..

A Complex-Valued Projection Neural Network for Constrained Optimization of Real Functions in Complex Variables

Jun Wang, Songchuan Zhang, Youshen Xia, 2015, IEEE Transactions on Neural Networks and Learning Systems.

An improved neural network for convex quadratic optimization with application to real-time beamforming

Youshen Xia, Gang Feng, 2005, Neurocomputing.

A primal-dual neural network for online resolving constrained kinematic redundancy in robot motion control

Jun Wang, Gang Feng, Youshen Xia, 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Cooperative recurrent modular neural networks for constrained optimization: a survey of models and applications

Mohamed S. Kamel, Youshen Xia, Youshen Xia, 2009, Cognitive Neurodynamics.

Poissonian Hyperspectral Image Superresolution Using Alternating Direction Optimization

Youshen Xia, Changzhong Zou, Youshen Xia, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Effective Kalman filtering algorithm for distributed multichannel speech enhancement

Youshen Xia, Jingxian Tu, 2018, Neurocomputing.

Novel parameter estimation of autoregressive signals in the presence of noise

Wei Xing Zheng, Youshen Xia, 2015, Autom..

A Cooperative Recurrent Neural Network Algorithm for Parameter Estimation of Autoregressive Signals

Mohamed S. Kamel, Youshen Xia, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Bayesian dictionary learning for hyperspectral image super resolution in mixed Poisson-Gaussian noise

Youshen Xia, Changzhong Zou, 2018, Signal Process. Image Commun..

A delayed neural network for solving linear projection equations and its analysis

Jinde Cao, Qingshan Liu, Youshen Xia, 2005, IEEE Transactions on Neural Networks.

A recurrent neural network for solving nonlinear convex programs subject to linear constraints

Jun Wang, Youshen Xia, Jun Wang, 2005, IEEE Transactions on Neural Networks.

A Crop-Based Multi-Branch Network for Matching Cost Computation

Youshen Xia, Yu Chen, Chenwang Wu, 2018, 2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI).

A fast discrete-time learning algorithm for speech enhancement using noise constrained parameter estimation

Wei Xing Zheng, Youshen Xia, Guiliang Lin, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

A neural network for robust LCMP beamforming

Gang Feng, Youshen Xia, 2006, Signal Process..

Two Projection Neural Networks With Reduced Model Complexity for Nonlinear Programming

Wenzhong Guo, Youshen Xia, Jun Wang, 2020, IEEE Transactions on Neural Networks and Learning Systems.

A recurrent neural network for nonlinear convex optimization subject to nonlinear inequality constraints

Youshen Xia, Jun Wang, Jun Wang, 2004, IEEE Trans. Circuits Syst. I Regul. Pap..

Primal neural networks for solving convex quadratic programs

Jun Wang, Youshen Xia, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

A fast algorithm for AR parameter estimation using a novel noise-constrained least-squares method

Henry Leung, Mohamed S. Kamel, Youshen Xia, 2010, Neural Networks.

Restoration of hyperspectral image contaminated by Poisson noise using spectral unmixing

Youshen Xia, Changzhong Zou, Youshen Xia, 2018, Neurocomputing.

Two dimensional autoregressive modeling-based interpolation algorithms for image super-resolution: A comparison study

Youshen Xia, Liqing Huang, Meiyun Lu, 2017, 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI).

Neural network realization of support vector methods for pattern classification

Jun Wang, Ying Tan, Youshen Xia, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

Solving Nonlinear Optimization Problems of Real Functions in Complex Variables by Complex-Valued Iterative Methods

Songchuan Zhang, Youshen Xia, Youshen Xia, 2018, IEEE Transactions on Cybernetics.

A dual neural network for redundancy resolution of kinematically redundant manipulators subject to joint limits and joint velocity limits

Jun Wang, Yunong Zhang, Youshen Xia, 2003, IEEE Trans. Neural Networks.

A complex-valued multichannel speech enhancement learning algorithm for optimal tradeoff between noise reduction and speech distortion

Songchuan Zhang, Youshen Xia, Jingxian Tu, 2017, Neurocomputing.

Dynamical neural network for solving a class of nonlinear equation systems

Youshen Xia, Da-zhen Ye, 1996, Proceedings of International Conference on Neural Networks (ICNN'96).

Development and Analysis of a Neural Dynamical Approach to Nonlinear Programming Problems

Gang Feng, Mohamed S. Kamel, Youshen Xia, 2007, IEEE Transactions on Automatic Control.

Performance analysis of statistical optimal data fusion algorithms

Henry Leung, Youshen Xia, Youshen Xia, 2014, Inf. Sci..

A new neural network for solving linear and quadratic programming problems

Youshen Xia, Youshen Xia, 1996, IEEE Trans. Neural Networks.

A novel neural dynamical approach to convex quadratic program and its efficient applications

Changyin Sun, Youshen Xia, Changyin Sun, 2009, Neural Networks.

Neural network for computing pseudoinverses and outer inverses of complex-valued matrices

Predrag S. Stanimirovic, Songchuan Zhang, Youshen Xia, 2016, Appl. Math. Comput..

On unbiased identification of autoregressive signals with noisy measurements

Wei Xing Zheng, Youshen Xia, 2015, 2015 IEEE International Symposium on Circuits and Systems (ISCAS).

A Novel Recurrent Neural Network for Solving Nonlinear Optimization Problems With Inequality Constraints

Jun Wang, Gang Feng, Youshen Xia, 2008, IEEE Transactions on Neural Networks.

A Recurrent Neural Network for Solving Nolinear Projection Equations

Jun Wang, Youshen Xia, Jun Wang, 2000 .

A discrete-time learning algorithm for image restoration using a novel L2-norm noise constrained estimation

Henry Leung, Mohamed S. Kamel, Youshen Xia, 2016, Neurocomputing.

A recurrent neural network with exponential convergence for solving convex quadratic program and related linear piecewise equations

Jun Wang, Gang Feng, Youshen Xia, 2004, Neural Networks.

A discrete-time algorithm for fast image restoration based on generalized least absolute deviation estimation

Youshen Xia, 2009, ICIP 2009.

Two Matrix-Type Projection Neural Networks for Solving Matrix-Valued Optimization Problems

Songchuan Zhang, Youshen Xia, Lingmei Huang, 2018, ICONIP.

An Analysis of a Neural Dynamical Approach to Solving Optimization Problems

Changyin Sun, Youshen Xia, Changyin Sun, 2009, IEEE Transactions on Automatic Control.

Novel Cooperative Neural Fusion Algorithms for Image Restoration and Image Fusion

Mohamed S. Kamel, Youshen Xia, Youshen Xia, 2007, IEEE Transactions on Image Processing.

Recurrent Neural Networks for Optimization: The State of the Art

Jun Wang, Youshen Xia, J. Wang, 1999 .

A general projection neural network for solving monotone variational inequalities and related optimization problems

Jun Wang, Youshen Xia, Jun Wang, 2004, IEEE Transactions on Neural Networks.

A Compact Cooperative Recurrent Neural Network for Computing General Constrained $L_1$ Norm Estimators

Youshen Xia, Youshen Xia, 2009, IEEE Transactions on Signal Processing.

Neural networks for solving least absolute and related problems

Jun Wang, Youshen Xia, 1998, Neurocomputing.

Fast robust image restoration using a new neural fusion method?

Youshen Xia, 2016, 2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI).

Fast Blind Image Super Resolution Using Matrix-Variable Optimization

Youshen Xia, Liqing Huang, Youshen Xia, 2021, IEEE Transactions on Circuits and Systems for Video Technology.

Effective Blind Image Deblurring Using Matrix-Variable Optimization

Youshen Xia, Tiantian Ye, Liqing Huang, 2021, IEEE Transactions on Image Processing.

A fast algorithm for constrained GLAD estimation with application to image restoration

Youshen Xia, 2010, 2010 8th World Congress on Intelligent Control and Automation.

A two-dimensional iterative algorithm for blind image restoration based on an L1 regularization approach

Youshen Xia, Jinlian Zhuang, 2010, 2010 3rd International Congress on Image and Signal Processing.

Global convergence analysis of Lagrangian networks

Youshen Xia, Youshen Xia, 2003 .

A Modifled Neural Network for Quadratic Programming with Real-Time Applications

Gang Feng, Youshen Xia, 2004 .

Speech enhancement using generalized least absolute deviation estimation

Youshen Xia, Youshen Xia, Yin Yu, 2010, 2010 International Conference on Audio, Language and Image Processing.

Real-time optimal control of force distribution using a neural dynamical approach

Gang Feng, Youshen Xia, 2008, 2008 International Conference on Information and Automation.

Solving convex quadratic programming problems by an modified neural network with exponential convergence

Gang Feng, Youshen Xia, 2003, International Conference on Neural Networks and Signal Processing, 2003. Proceedings of the 2003.

A Modified Neural Network for Quadratic Programming with Real-Time Applications

Youshen Xia, 2004 .