文红松

个人简介：

文红松，男，博士，四川广安人。主要研究方向为神经动力学优化、固定时间、压缩感知与差分进化。参与多项国家级项目，以第一作者身份在TSMC、TETCI、TCAS-II、NN等国内外高水平期刊上发表SCI论文7篇，同时担任TNNLS、NN等国内外学术期刊的审稿专家。

一、主讲课程

二、教育背景

 2021.09 - 2025.06, 西南大学, 计算机科学与技术, 工学博士

 2023.11 - 2024.11, Qatar University, KINDI计算研究中心, CSC 联合培养博士

 2018.09 - 2021.06, 西南大学, 电子与通信工程, 工程硕士

三、工作经历

2025.07 - 至今，安庆师范大学，计算机与信息学院，讲师

四、研究方向

神经动力学优化、固定时间、压缩感知、差分进化

五、课题项目

六、论文著作

[1] Hongsong Wen, Xing He*, Tingwen Huang, and Junzhi Yu, “Neurodynamic Algorithms with Finite/Fixed-Time Convergence for Sparse Optimization via L1 Regularization.” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 54, no. 1, pp. 131-142, Jan. 2024, Regular Paper. (SCI 检索期刊, 中科院一区, IF: 8.7, Top 期刊)

[2] Hongsong Wen, Xing He*, and Tingwen Huang, “A Novel Projection Neural Network for Sparse Optimization with L1-Minimization Problem.” IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 8, no. 5, pp. 3339-3351, Oct. 2024, Regular Paper. (SCI 检索期刊, 中科院三区, IF: 5.3)

[3] Hongsong Wen, Xing He*, “Arbitrary-Time Stable Gradient Flows Using Neurodynamic System for Continuous-Time Optimization.” IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 70, no. 12, pp. 4559-4563, Dec. 2023. (SCI 检索期刊, 中科院二区 , IF: 4.4, Top 期刊)

[4] Hongsong Wen, Xing He*, and Tingwen Huang, “Sparse Signal Reconstruction via Recurrent Neural Networks with Hyperbolic Tangent Function.” Neural Networks, vol. 153, pp. 1–12, 2022. (SCI 检索期刊, 中科院一区, IF: 9.657, Top 期刊)

[5] Hongsong Wen, Youran Qu, Xing He*, and et al., “First/Second-Order Predefined-Time Convergent ZNN Models for Time-Varying Quadratic Programming and Robotic Manipulator Application.” ISA Transactions, vol, 146, pp. 42-49, 2024. (SCI 检索期刊, 中科院二区, IF: 7.3, Top 期刊)

[6] Hongsong Wen, Xing He*, and et al., “Fixed-Time Stable Neural Networks with Time-Invariant or Time-Varying Coefficients for Mixed Variational Inequalities.” Information Sciences, vol. 659, pp. 120078, 2024. (SCI 检索期刊, 中科院一区, IF: 8.1, Top 期刊)

[7] Hongsong Wen, Hui Wang, and Xing He*, “A Neurodynamic Algorithm for Sparse Signal Reconstruction with Finite-Time Convergence.” Circuits, Systems, and Signal Processing, vol. 39, no. 12, pp. 6058–6072, 2020. (SCI 检索期刊, 中科院三区, IF: 2.225)

七、获奖荣誉

八、其它成果