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Journal Articles
- 2022
[j8]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)- 2021
- [j7]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) - 2018
- [j6]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) - 2017
- [j5]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) - 2016
- [j4]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) - [j3]Songchuan Zhang, Youshen Xia:
Two Fast Complex-Valued Algorithms for Solving Complex Quadratic Programming Problems. IEEE Trans. Cybern. 46(12): 2837-2847 (2016) - 2015
- [j2]Songchuan Zhang, Youshen Xia, Wei Xing Zheng:
A complex-valued neural dynamical optimization approach and its stability analysis. Neural Networks 61: 59-67 (2015) - [j1]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)
Conference and Workshop Papers
- 2023
- [c2]Songchuan Zhang, Youshen Xia:
Matrix-type Recurrent Neural Network For Fast Solving Complex-variable ℓ1-norm Optimization. ICCAI 2023: 425-429 - 2018
- [c1]Lingmei Huang, Youshen Xia, Songchuan Zhang:
Two Matrix-Type Projection Neural Networks for Solving Matrix-Valued Optimization Problems. ICONIP (2) 2018: 405-416
Coauthor Index
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