个人简介

姚卫，博士，特聘副研究员，硕士生导师。2020年7月毕业于湖南大学，获计算机科学与技术博士学位，2021年1月入职长沙理工大学。主持省自然科学基金（青年项目、联合基金）、省教育厅优秀青年项目等科研项目9项。在IEEE TSMC-S、IEEE TIE、IEEE TCAD、IEEE TCAS- II、Neural Networks、Chaos Solitons & Fractals、Nonlinear Dynamics、Neurocomputing等SCI期刊/CCF推荐会议发表相关领域的学术论文50 余篇，论文总被引2800余次，h指数31；以第一作者/通信作者发表学术论文10余篇，其中SCI中科院2区以上论文10篇，Top期刊论文8篇。申请/授权国家发明专利6项。入选斯坦福大学和爱思唯尔共同发布的全球前2%顶尖科学家榜单。担任《微处理机》青年编委，Fractal and Fractional、Frontiers in Neuroscience期刊客座编辑；同时担任IEEE TNNLS、IEEE TFS、IEEE TCAS-I、IEEE/CAA JAS、Neural Networks、Nonlinear Dynamics、Information Sciences、Neurocomputing等多个权威SCI期刊审稿人。

主要研究领域

（1）忆阻神经网络建模、动力学及其应用（2）联想记忆学习及电路设计（3）机器视觉

教学情况

承担本科课程：《电路分析基础》《数字电路与逻辑设计》《MATLAB建模与仿真技术》

科研项目

（1）湖南省自然科学基金联合基金项目, 2026.1-2028.12, 主持；

（2）国家自然科学基金企业联合基金重点项目, 2026.1-2029.12, 参与；

（3）湖南省自然科学基金青年项目, 2022.1-2024.12, 已结题, 主持；

（4）湖南省教育厅优秀青年项目, 2023.10-2025.12, 已结题, 主持；

（5）工业控制技术全国重点实验室开放基金项目(ICT2024B30), 2024.6-2025.10, 已结题, 主持；

（6）湖南省教育厅科学研究一般项目, 2021.10-2024.10, 已结题, 主持；

（7）公路地质灾变预警空间信息技术湖南省工程实验室开放基金项目, 主持；

（8）工业控制技术全国重点实验室开放基金项目(ICT2023B38), 2023.1-2023.12, 已结题, 主持；

（9）长沙理工大学科研启动基金, 已结题, 主持。

代表性论文

(1)Wei Yao, Kai Gao, You Wang, Hairong Lin, Hongwei Wu, Cong Xu, and Xin Zhang. Generalization and differentiation of affective associative memory circuit based on memristive neural network with emotion transfer. Neural Networks, 2025, 188: 107502.(SCI中科院2区Top)

(2)Wei Yao, Yijie Wang, Li Xiong, Jianhua Xiao, Sien Zhang, Yichuang Sun. Dynamics of asteroidal Hopfield neural network under electromagnetic radiation and its application in the mechanical optimization design. Nonlinear Dynamics, 2025, Oct, 113: 35237-35254. (SCI中科院2区)

(3) Sien Zhang, Wei Yao*, Li Xiong, Yijie Wang, Lihong Tang, Xin Zhang, Fei Yu. A Hindmarsh-Rose neuron model with electromagnetic radiation control for the mechanical optimization design, Chaos, Solitons and Fractals, 2024, Oct, 187: 115408. (SCI中科院1区Top)

(4) Wei Yao*, Jiapei Liu, Yichuang Sun, Jin Zhang, Fei Yu, Li Cui, and Hairong Lin. Dynamics analysis and image encryption application of Hopfield neural network with a novel multistable and highly tunable memristor. Nonlinear Dynamics, 2024, Jan, 112: 693-708. (SCI中科院2区Top)

(5) Wei Yao, Jia Fang, Fei Yu, Li Xiong, Lihong Tang, Jin Zhang, and Yichuang Sun. Electromagnetic radiation control for nonlinear dynamics of Hopfield neural networks. Chaos, 2024, Jul, 34(7): 073149. (SCI中科院2区)

(6) Wei Yao*, Chunhua Wang, Yichuang Sun, Shuqing Gong, and Hairong Lin. Event-triggered control for robust exponential synchronization of inertial memristive neural networks under parameter disturbance, Neural Networks, 2023, Jul, 164: 67-80. (SCI中科院1区Top)

(7) Wei Yao, Chunhua Wang, Yichuang Sun, and Chao Zhou. Robust multimode function synchronization of memristive neural networks with parameter perturbations and time-varying delays. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, Jan, 52(1): 260-274. (SCI中科院1区Top)

(8) Wei Yao, Chunhua Wang, Yichuang Sun, Chao Zhou, and Hairong Lin. Exponential multistability of memristive Cohen-Grossberg neural networks with stochastic parameter perturbations. Applied Mathematics and Computation, 2020, Dec, 386: 125483. (SCI中科院2区Top)

(9) Wei Yao, Chunhua Wang, Yichuang Sun, Chao Zhou, and Hairong Lin. Synchronization of inertial memristive neural networks with time-varying delays via static or dynamic event-triggered control. Neurocomputing, 2020, Sep, 404: 367-380. (SCI中科院2区Top)

(10) Wei Yao, Chunhua Wang, Jinde Cao, Yichuang Sun, and Chao Zhou. Hybrid multisynchronization of coupled multistable memristive neural networks with time delays. Neurocomputing, 2019, Oct, 363: 281-294. (SCI中科院2区Top)

(11) Wei Yao, Xiangyun Huang, Jianhua Xiao, Fei Yu, and Yichuang Sun. A visually meaningful medical image encryption scheme based on image steganography and memristive Hopfield neural networks. Chinese Physics B, 2026, in press, doi: 10.1088/1674-1056/ae395d.(中国物理B, SCI中科院3区)

(12) Fei Yu, Shaoqi He, Wei Yao, Shuo Cai and Quan Xu. Bursting firings in memristive Hopfield neural network with image encryption and hardware implementation. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025, 44(12): 4564-4576. (CCF-A类)

(13) Hairong Lin, Chunhua Wang, Fei Yu, Cong Xu, Qinghui Hong, Wei Yao, and Y.C. Sun. An extremely simple multi-wing chaotic system: dynamics analysis, encryption application and hardware implementation. IEEE Transactions on Industrial Electronics, 2021, 68(12): 12708-12719. (SCI中科院1区Top)

(14) Fei Yu, Xinxin Kong, Abdulmajeed Abdullah Mohammed Mokbel, Wei Yao, and Shuo Cai. Complex dynamics, hardware implementation and image encryption application of multiscroll memristive Hopfield neural network with a novel local active memristor. IEEE Transactions on Circuits and Systems II: Express Briefs, 2023, 70(1): 326-330. (SCI中科院2区Top)

联系方式

E-mail: yaowei@csust.edu.cn

欢迎对神经网络建模与动力学、联想记忆学习及机器视觉感兴趣的同学加入我的课题组。