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姚衛(wèi) 博士
個(gè)人簡(jiǎn)介
姚衛(wèi)，博士，碩士生導(dǎo)師，2020年7月畢業(yè)于湖南大學(xué)獲計(jì)算機(jī)科學(xué)與技術(shù)博士學(xué)位，2021年1月入職長(zhǎng)沙理工大學(xué)。主持湖南省自然科學(xué)基金青年項(xiàng)目、湖南省教育廳優(yōu)秀青年項(xiàng)目等科研項(xiàng)目8項(xiàng)。近五年在IEEE TSMC-S、TIE、TCAS- II、Neural Networks、Nonlinear Dynamics、Neurocomputing等SCI期刊/CCF會(huì)議發(fā)表與研究領(lǐng)域相關(guān)的學(xué)術(shù)論文40 余篇，其中以第一作者或通訊作者發(fā)表10余篇。
主要研究領(lǐng)域
（1）憶阻神經(jīng)網(wǎng)絡(luò)建模與動(dòng)力學(xué)（2）神經(jīng)形態(tài)計(jì)算（3）機(jī)器視覺(jué)
教學(xué)情況
承擔(dān)本科課程《電路分析基礎(chǔ)》《數(shù)字電路與邏輯設(shè)計(jì)》與《MATLAB建模與仿真技術(shù)》及研究生課程《計(jì)算機(jī)視覺(jué)與模式分類(lèi)》
科研項(xiàng)目
湖南省自然科學(xué)基金青年項(xiàng)目(2022JJ40514), 2022.01-2024.12, 主持；
湖南省教育廳科學(xué)研究項(xiàng)目?jī)?yōu)秀青年項(xiàng)目(23B0318), 2023.10-2025.12, 主持；
湖南省教育廳科學(xué)研究一般項(xiàng)目(21C0200), 主持, 已結(jié)題；
工業(yè)控制技術(shù)全國(guó)重點(diǎn)實(shí)驗(yàn)室開(kāi)放基金一般項(xiàng)目(ICT2023B38), 2023.1-2023.12, 主持, 已結(jié)題；
公路地質(zhì)災(zāi)變預(yù)警空間信息技術(shù)湖南省工程實(shí)驗(yàn)室開(kāi)放基金一般項(xiàng)目(kfj220603), 2022.09-2023.12, 主持；
計(jì)算與隨機(jī)數(shù)學(xué)教育部重點(diǎn)實(shí)驗(yàn)室開(kāi)放基金一般項(xiàng)目, 2023.01-2024.12, 主持；
工業(yè)控制技術(shù)全國(guó)重點(diǎn)實(shí)驗(yàn)室開(kāi)放基金一般項(xiàng)目(ICT2024B30), 2024.6-2026.6, 主持。
代表性論文
（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, 待出版. (SCI中科院2區(qū))
(2) 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區(qū))
(3) 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 memeristor. Nonlinear Dynamics, 2024, Jan, 112: 693-708. (SCI中科院2區(qū))
(4) 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區(qū))
(5) 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區(qū))
(6) 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區(qū))
(7) 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區(qū))
(8) 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區(qū))
(9) 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區(qū))
聯(lián)系方式
E-mail: yaowei@csust.edu.cn
歡迎對(duì)憶阻神經(jīng)網(wǎng)絡(luò)建模與動(dòng)力學(xué)、神經(jīng)形態(tài)計(jì)算及機(jī)器視覺(jué)感興趣的同學(xué)加入我的課題組。