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2020 – today
- 2024
[j75]Youshen Xia
, Qingshan Liu, Jun Wang, Andrzej Cichocki:
A Survey of Neurodynamic Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 8(4): 2677-2696 (2024)- 2023
- [j74]Youshen Xia, Jun Wang, Zhenyu Lu, Liqing Huang:
Two Recurrent Neural Networks With Reduced Model Complexity for Constrained l₁-Norm Optimization. IEEE Trans. Neural Networks Learn. Syst. 34(9): 6173-6185 (2023) - [c28]Songchuan Zhang, Youshen Xia:
Matrix-type Recurrent Neural Network For Fast Solving Complex-variable ℓ1-norm Optimization. ICCAI 2023: 425-429 - 2022
- [j73]Shu Zhang, Youshen Xia:
4D computed tomography super-resolution reconstruction based on tensor product and nuclear norm optimization. Pattern Recognit. 121: 108150 (2022) - [j72]Songchuan Zhang, Yonghui Xia, Youshen Xia, Jun Wang:
Matrix-Form Neural Networks for Complex-Variable Basis Pursuit Problem With Application to Sparse Signal Reconstruction. IEEE Trans. Cybern. 52(7): 7049-7059 (2022) - [c27]Liqing Huang, Youshen Xia:
Fast Image Restoration Using A Simplified Matrix-Type Recurrent Neural Network. CISP-BMEI 2022: 1-6 - 2021
- [j71]Shu Zhang, Youshen Xia:
CT image reconstruction algorithms: A comprehensive survey. Concurr. Comput. Pract. Exp. 33(8) (2021) - [j70]Lingmei Huang, Youshen Xia, Liqing Huang, Songchuan Zhang:
Two Matrix-Type Projection Neural Networks for Matrix-Valued Optimization with Application to Image Restoration. Neural Process. Lett. 53(3): 1685-1707 (2021) - [j69]Liqing Huang, Youshen Xia:
Fast Blind Image Super Resolution Using Matrix-Variable Optimization. IEEE Trans. Circuits Syst. Video Technol. 31(3): 945-955 (2021) - [j68]Liqing Huang, Youshen Xia, Tiantian Ye:
Effective Blind Image Deblurring Using Matrix-Variable Optimization. IEEE Trans. Image Process. 30: 4653-4666 (2021) - 2020
- [j67]Liqing Huang, Youshen Xia:
Joint blur kernel estimation and CNN for blind image restoration. Neurocomputing 396: 324-345 (2020) - [j66]Youshen Xia, Jun Wang, Wenzhong Guo:
Two Projection Neural Networks With Reduced Model Complexity for Nonlinear Programming. IEEE Trans. Neural Networks Learn. Syst. 31(6): 2020-2029 (2020) - [c26]Xiaoyu Du, Youshen Xia:
Natural Images Enhancement Using Structure Extraction and Retinex. ACIVS 2020: 408-420 - [c25]Tiantian Ye, Youshen Xia:
Matrix-Type Neural Dynamical Methods for Matrix-Variable Nonlinear Programming with Linear Constraints. ICACI 2020: 23-29
2010 – 2019
- 2019
- [c24]Liqing Huang, Youshen Xia:
A 2D Observation Model-Based Algorithm for Blind Single Image Super-Resolution Reconstruction. ICACI 2019: 35-40 - 2018
- [j65]Jingxian Tu, Youshen Xia:
Effective Kalman filtering algorithm for distributed multichannel speech enhancement. Neurocomputing 275: 144-154 (2018) - [j64]Changzhong Zou, Youshen Xia:
Restoration of hyperspectral image contaminated by Poisson noise using spectral unmixing. Neurocomputing 275: 430-437 (2018) - [j63]Changzhong Zou, Youshen Xia:
Bayesian dictionary learning for hyperspectral image super resolution in mixed Poisson-Gaussian noise. Signal Process. Image Commun. 60: 29-41 (2018) - [j62]Songchuan Zhang, Youshen Xia:
Solving Nonlinear Optimization Problems of Real Functions in Complex Variables by Complex-Valued Iterative Methods. IEEE Trans. Cybern. 48(1): 277-287 (2018) - [j61]Youshen Xia, Jun Wang:
Robust Regression Estimation Based on Low-Dimensional Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29(12): 5935-5946 (2018) - [c23]Yu Chen, Youshen Xia, Chenwang Wu:
A Crop-Based Multi-Branch Network for Matching Cost Computation. CISP-BMEI 2018: 1-9 - [c22]Wei Hua, Youshen Xia:
Low-Light Image Enhancement Based on Joint Generative Adversarial Network and Image Quality Assessment. CISP-BMEI 2018: 1-6 - [c21]Lingmei Huang, Youshen Xia, Songchuan Zhang:
Two Matrix-Type Projection Neural Networks for Solving Matrix-Valued Optimization Problems. ICONIP (2) 2018: 405-416 - 2017
- [j60]Jingxian Tu, Youshen Xia, Songchuan Zhang:
A complex-valued multichannel speech enhancement learning algorithm for optimal tradeoff between noise reduction and speech distortion. Neurocomputing 267: 333-343 (2017) - [j59]Changzhong Zou, Youshen Xia:
Hyperspectral Image Superresolution Based on Double Regularization Unmixing. IEEE Geosci. Remote. Sens. Lett. 14(7): 1022-1026 (2017) - [c20]Liqing Huang, Youshen Xia:
Blind super-resolution image reconstruction based on novel blur type identification. CISP-BMEI 2017: 1-6 - [c19]Meiyun Lu, Liqing Huang, Youshen Xia:
Two dimensional autoregressive modeling-based interpolation algorithms for image super-resolution: A comparison study. CISP-BMEI 2017: 1-6 - [c18]Shiyong Zhuang, Youshen Xia:
A novel deformable image registration algorithm based on improved active demons. CISP-BMEI 2017: 1-6 - [c17]Changzhong Zou, Youshen Xia:
Blind hyperspectral image super resolution via simultaneously sparse and TV constraint. ICIP 2017: 4048-4052 - [c16]Youshen Xia:
A Cooperative Projection Neural Network for Fast Solving Linear Reconstruction Problems. ISNN (1) 2017: 511-520 - 2016
- [j58]Youshen Xia, Songchuan Zhang, Predrag S. Stanimirovic:
Neural network for computing pseudoinverses and outer inverses of complex-valued matrices. Appl. Math. Comput. 273: 1107-1121 (2016) - [j57]Youshen Xia, Henry Leung, Mohamed S. Kamel:
A discrete-time learning algorithm for image restoration using a novel L2-norm noise constrained estimation. Neurocomputing 198: 155-170 (2016) - [j56]Changzhong Zou, Youshen Xia:
Poissonian Hyperspectral Image Superresolution Using Alternating Direction Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4464-4479 (2016) - [j55]Songchuan Zhang, Youshen Xia:
Two Fast Complex-Valued Algorithms for Solving Complex Quadratic Programming Problems. IEEE Trans. Cybern. 46(12): 2837-2847 (2016) - [j54]Zhigang Zeng, Andrzej Cichocki, Long Cheng, Youshen Xia, Xiaolin Hu:
Guest Editorial Special Issue on Neurodynamic Systems for Optimization and Applications. IEEE Trans. Neural Networks Learn. Syst. 27(2): 210-213 (2016) - [j53]Youshen Xia, Jun Wang:
A Bi-Projection Neural Network for Solving Constrained Quadratic Optimization Problems. IEEE Trans. Neural Networks Learn. Syst. 27(2): 214-224 (2016) - [c15]Youshen Xia:
Fast robust image restoration using a new neural fusion method? CISP-BMEI 2016: 201-206 - 2015
- [j52]Youshen Xia, Wei Xing Zheng:
Novel parameter estimation of autoregressive signals in the presence of noise. Autom. 62: 98-105 (2015) - [j51]Songchuan Zhang, Youshen Xia, Wei Xing Zheng:
A complex-valued neural dynamical optimization approach and its stability analysis. Neural Networks 61: 59-67 (2015) - [j50]Youshen Xia, Jun Wang:
Low-dimensional recurrent neural network-based Kalman filter for speech enhancement. Neural Networks 67: 131-139 (2015) - [j49]Jingxian Tu, Youshen Xia:
Fast distributed multichannel speech enhancement using novel frequency domain estimators of magnitude-squared spectrum. Speech Commun. 72: 96-108 (2015) - [j48]Songchuan Zhang, Youshen Xia, Jun Wang:
A Complex-Valued Projection Neural Network for Constrained Optimization of Real Functions in Complex Variables. IEEE Trans. Neural Networks Learn. Syst. 26(12): 3227-3238 (2015) - [c14]Youshen Xia, Wei Xing Zheng:
On unbiased identification of autoregressive signals with noisy measurements. ISCAS 2015: 2157-2160 - 2014
- [j47]Youshen Xia, Henry Leung:
Performance analysis of statistical optimal data fusion algorithms. Inf. Sci. 277: 808-824 (2014) - [j46]Youshen Xia, Tianping Chen, Jinjun Shan:
A Novel Iterative Method for Computing Generalized Inverse. Neural Comput. 26(2): 449-465 (2014) - [c13]Youshen Xia, Guiliang Lin, Wei Xing Zheng:
A fast discrete-time learning algorithm for speech enhancement using noise constrained parameter estimation. IJCNN 2014: 3149-3154 - 2013
- [j45]Youshen Xia, Zhipo Deng, Wei Xing Zheng:
Analysis and application of a novel fast algorithm for 2-D ARMA model parameter estimation. Autom. 49(10): 3056-3064 (2013) - 2012
- [j44]Youshen Xia, Changyin Sun, Wei Xing Zheng:
Discrete-Time Neural Network for Fast Solving Large Linear L1 Estimation Problems and its Application to Image Restoration. IEEE Trans. Neural Networks Learn. Syst. 23(5): 812-820 (2012) - 2010
- [j43]Youshen Xia, Mohamed S. Kamel, Henry Leung:
A fast algorithm for AR parameter estimation using a novel noise-constrained least-squares method. Neural Networks 23(3): 396-405 (2010) - [c12]Youshen Xia, Yu Ying:
A Cooperative Learning Algorithm for Multiclass Classification. Web Intelligence/IAT Workshops 2010: 223-226
2000 – 2009
- 2009
- [j42]Youshen Xia, Changyin Sun:
A novel neural dynamical approach to convex quadratic program and its efficient applications. Neural Networks 22(10): 1463-1470 (2009) - [j41]Changyin Sun, Youshen Xia:
An Analysis of a Neural Dynamical Approach to Solving Optimization Problems. IEEE Trans. Autom. Control. 54(8): 1972-1977 (2009) - [j40]Youshen Xia:
A compact cooperative recurrent neural network for computing general constrained L1norm estimators. IEEE Trans. Signal Process. 57(9): 3693-3697 (2009) - [c11]Ying Yu, Youshen Xia, Mohamed Kamel:
Cooperative Recurrent Neural Network for Multiclass Support Vector Machine Learning. ISNN (2) 2009: 276-286 - [c10]Zhipo Deng, Youshen Xia:
A Fast Algorithm for 2-D ARMA Parameters Estimation. ISNN (1) 2009: 877-886 - 2008
- [j39]Youshen Xia, Mohamed S. Kamel:
A Cooperative Recurrent Neural Network for Solving L1 Estimation Problems with General Linear Constraints. Neural Comput. 20(3): 844-872 (2008) - [j38]Youshen Xia, Dongyi Ye:
On Exponential Convergence Conditions of an Extended Projection Neural Network. Neural Comput. 20(9): 2227-2237 (2008) - [j37]Youshen Xia, Mohamed S. Kamel:
A Generalized Least Absolute Deviation Method for Parameter Estimation of Autoregressive Signals. IEEE Trans. Neural Networks 19(1): 107-118 (2008) - [j36]Youshen Xia, Gang Feng, Jun Wang:
A Novel Recurrent Neural Network for Solving Nonlinear Optimization Problems With Inequality Constraints. IEEE Trans. Neural Networks 19(8): 1340-1353 (2008) - [j35]Youshen Xia, Mohamed S. Kamel:
Cooperative Learning Algorithms for Data Fusion Using Novel L1 Estimation. IEEE Trans. Signal Process. 56(3): 1083-1095 (2008) - 2007
- [j34]Youshen Xia, Mohamed S. Kamel:
A Measurement Fusion Method for Nonlinear System Identification Using a Cooperative Learning Algorithm. Neural Comput. 19(6): 1589-1632 (2007) - [j33]Youshen Xia, Gang Feng:
A new neural network for solving nonlinear projection equations. Neural Networks 20(5): 577-589 (2007) - [j32]Youshen Xia, Gang Feng, Mohamed Kamel:
Development and Analysis of a Neural Dynamical Approach to Nonlinear Programming Problems. IEEE Trans. Autom. Control. 52(11): 2154-2159 (2007) - [j31]Youshen Xia, Mohamed S. Kamel:
Novel Cooperative Neural Fusion Algorithms for Image Restoration and Image Fusion. IEEE Trans. Image Process. 16(2): 367-381 (2007) - [j30]Youshen Xia, Mohamed S. Kamel:
Cooperative Recurrent Neural Networks for the Constrained L1 Estimator. IEEE Trans. Signal Process. 55(7-1): 3192-3206 (2007) - [c9]Youshen Xia, Jun Wang:
Solving Variational Inequality Problems with Linear Constraints Based on a Novel Recurrent Neural Network. ISNN (3) 2007: 95-104 - 2006
- [j29]Youshen Xia, Gang Feng:
A neural network for robust LCMP beamforming. Signal Process. 86(10): 2901-2912 (2006) - [j28]Youshen Xia, Henry Leung, Hing Chan:
A prediction fusion method for reconstructing spatial temporal dynamics using support vector machines. IEEE Trans. Circuits Syst. II Express Briefs 53-II(1): 62-66 (2006) - [j27]Youshen Xia, Henry Leung:
Nonlinear spatial-temporal prediction based on optimal fusion. IEEE Trans. Neural Networks 17(4): 975-988 (2006) - [c8]Youshen Xia, Mohamed S. Kamel:
A Cooperative Recurrent Neural Network Algorithm for Parameter Estimation of Autoregressive Signals. IJCNN 2006: 2516-2522 - [c7]Youshen Xia, Mohamed S. Kamel:
A Novel Cooperative Neural Learning Algorithm for Data Fusion. IJCNN 2006: 4021-4028 - 2005
- [j26]Youshen Xia, Gang Feng:
An improved neural network for convex quadratic optimization with application to real-time beamforming. Neurocomputing 64: 359-374 (2005) - [j25]Youshen Xia, Gang Feng:
On Convergence Conditions of an Extended Projection Neural Network. Neural Comput. 17(3): 515-525 (2005) - [j24]Youshen Xia, Jun Wang:
A recurrent neural network for solving nonlinear convex programs subject to linear constraints. IEEE Trans. Neural Networks 16(2): 379-386 (2005) - [j23]Qingshan Liu, Jinde Cao, Youshen Xia:
A delayed neural network for solving linear projection equations and its analysis. IEEE Trans. Neural Networks 16(4): 834-843 (2005) - [j22]Youshen Xia, Gang Feng, Jun Wang:
A primal-dual neural network for online resolving constrained kinematic redundancy in robot motion control. IEEE Trans. Syst. Man Cybern. Part B 35(1): 54-64 (2005) - [j21]Youshen Xia, Henry Leung, Nan Xie, Éloi Bossé:
A new regression estimator with neural network realization. IEEE Trans. Signal Process. 53(2-1): 672-685 (2005) - 2004
- [j20]Youshen Xia:
An Extended Projection Neural Network for Constrained Optimization. Neural Comput. 16(4): 863-883 (2004) - [j19]Youshen Xia, Gang Feng, Jun Wang:
A recurrent neural network with exponential convergence for solving convex quadratic program and related linear piecewise equations. Neural Networks 17(7): 1003-1015 (2004) - [j18]Youshen Xia, Gang Feng:
On convergence rate of projection neural networks. IEEE Trans. Autom. Control. 49(1): 91-96 (2004) - [j17]Youshen Xia, Jun Wang:
A recurrent neural network for nonlinear convex optimization subject to nonlinear inequality constraints. IEEE Trans. Circuits Syst. I Regul. Pap. 51-I(7): 1385-1394 (2004) - [j16]Youshen Xia, Jun Wang:
A general projection neural network for solving monotone variational inequalities and related optimization problems. IEEE Trans. Neural Networks 15(2): 318-328 (2004) - [j15]Youshen Xia, Jun Wang, Lo Ming Fok:
Grasping-force optimization for multifingered robotic hands using a recurrent neural network. IEEE Trans. Robotics 20(3): 549-554 (2004) - [j14]Youshen Xia, Jun Wang:
A one-layer recurrent neural network for support vector machine learning. IEEE Trans. Syst. Man Cybern. Part B 34(2): 1261-1269 (2004) - 2003
- [j13]Yunong Zhang, Jun Wang, Youshen Xia:
A dual neural network for redundancy resolution of kinematically redundant manipulators subject to joint limits and joint velocity limits. IEEE Trans. Neural Networks 14(3): 658-667 (2003) - [c6]Youshen Xia, Jun Wang:
A recurrent neural network for nonlinear convex programming. ISCAS (3) 2003: 470-473 - 2002
- [j12]Youshen Xia, Henry Leung, Éloi Bossé:
Neural data fusion algorithms based on a linearly constrained least square method. IEEE Trans. Neural Networks 13(2): 320-329 (2002) - 2001
- [j11]Youshen Xia, Jun Wang:
Global asymptotic and exponential stability of a dynamic neural system with asymmetric connection weights. IEEE Trans. Autom. Control. 46(4): 635-638 (2001) - [j10]Youshen Xia, Jun Wang:
A dual neural network for kinematic control of redundant robot manipulators. IEEE Trans. Syst. Man Cybern. Part B 31(1): 147-154 (2001) - 2000
- [j9]Youshen Xia, Jun Wang:
A recurrent neural network for solving linear projection equations. Neural Networks 13(3): 337-350 (2000) - [j8]Youshen Xia, Jun Wang:
A discrete-time recurrent neural network for shortest-path routing. IEEE Trans. Autom. Control. 45(11): 2129-2134 (2000) - [j7]Youshen Xia, Jun Wang:
Global exponential stability of recurrent neural networks for solving optimization and related problems. IEEE Trans. Neural Networks Learn. Syst. 11(4): 1017-1022 (2000) - [c5]Youshen Xia, Jun Wang:
Global asymptotic stability of a class of dynamic neural systems with asymmetric connection weights. CDC 2000: 870-871 - [c4]Ying Tan, Youshen Xia, Jun Wang:
Neural Network Realization of Support Vector Methods for Pattern Classification. IJCNN (6) 2000: 411-418 - [c3]Youshen Xia, Jun Wang:
A Recurrent Neural Network for Solving Nonlinear Projection Equations. IJCNN (6) 2000: 492-497
1990 – 1999
- 1999
- [c2]Youshen Xia, Jun Wang:
Primal neural networks for solving convex quadratic programs. IJCNN 1999: 582-587 - [c1]Jun Wang, Youshen Xia:
A dual neural network solving quadratic programming problems. IJCNN 1999: 588-593 - 1998
- [j6]Youshen Xia, Jun Wang:
Neural networks for solving least absolute and related problems. Neurocomputing 19(1-3): 13-21 (1998) - [j5]Jun Wang, Youshen Xia:
Analysis and design of primal-dual assignment networks. IEEE Trans. Neural Networks 9(1): 183-194 (1998) - [j4]Youshen Xia, Jun Wang:
A general methodology for designing globally convergent optimization neural networks. IEEE Trans. Neural Networks 9(6): 1331-1343 (1998) - 1996
- [j3]Youshen Xia:
A new neural network for solving linear programming problems and its application. IEEE Trans. Neural Networks 7(2): 525-529 (1996) - [j2]Youshen Xia:
A new neural network for solving linear and quadratic programming problems. IEEE Trans. Neural Networks 7(6): 1544-1548 (1996) - 1995
- [j1]Youshen Xia, Jiasong Wang:
Neural network for solving linear programming problems with bounded variables. IEEE Trans. Neural Networks 6(2): 515-519 (1995)
Coauthor Index
Mohamed S. Kamel
aka: Mohamed Kamel
aka: Mohamed Kamel
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