Songchuan Zhang

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 10

Top Topics

Solving Complex

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Songchuan Zhang, Youshen Xia
Matrix-type Recurrent Neural Network For Fast Solving Complex-variable ℓ1-norm Optimization. ICCAI (2023)
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) (2022)
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) (2021)
Lingmei Huang, Youshen Xia, Songchuan Zhang
Two Matrix-Type Projection Neural Networks for Solving Matrix-Valued Optimization Problems. ICONIP (2) (2018)
Songchuan Zhang, Youshen Xia
Solving Nonlinear Optimization Problems of Real Functions in Complex Variables by Complex-Valued Iterative Methods. IEEE Trans. Cybern. 48 (1) (2018)
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 (2017)
Youshen Xia, Songchuan Zhang, Predrag S. Stanimirovic
Neural network for computing pseudoinverses and outer inverses of complex-valued matrices. Appl. Math. Comput. 273 (2016)
Songchuan Zhang, Youshen Xia
Two Fast Complex-Valued Algorithms for Solving Complex Quadratic Programming Problems. IEEE Trans. Cybern. 46 (12) (2016)
Songchuan Zhang, Youshen Xia, Wei Xing Zheng
A complex-valued neural dynamical optimization approach and its stability analysis. Neural Networks 61 (2015)
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) (2015)