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温世平

职称:副教授

电话:027-87543630

邮箱:wenshiping226@126.com

个人简介

 

 

 

 

 

 

 

 

 

 

个人简介

    温世平,男,武汉市人。2013年在华中科技大学获工学博士学位,主要研究方向包括神经形态计算系统设计与分析、深度学习等。截止2017年,以第一作者/通讯作者发表或录用SCI论文40多篇;其中IEEE 汇刊10篇(中科院一区论文6篇);Google Scholar引用1400+次, SCI引用1000+次, H因子14;先后入选ESI高被引论文6篇,ESI热点论文4篇;获2015年度中国人工智能学会优秀博士论文奖;主持国家自然科学面上项目1项,国家自然科学青年基金项目1项,华为公司数据挖掘项目1项,深圳市科技创新项目1项,博士后特别资助基金1项,博士后面上基金1项,校自主创新基金1项,作为主要研究人员参与多项国家科研基金及企业横向项目。

招生要求(专业需求和招生方向)

专业需求:自动化、数学、微电子、计算机等

招生方向:控制科学与工程

培养目标

1. 研究大规模图像自然语义处理和视频分析生成中的深度学习算法;

2. 研究与设计新型神经形态计算系统以改进传统机器学习系统性能。

工作经历

2015.11  —    至今:华中科技大学自动化学院, 副教授

2015.06  — 2015.11:华中科技大学自动化学院, 讲师

2014.09  — 2015.04:美国Texas  A&M University at Qatar,访问研究员

2014.01  — 2014.07:澳大利亚墨尔本皇家理工大学,访问研究员

2013.10  — 2014.01:香港中文大学,访问研究员

2012.09  — 2013.09:美国Texas  A&M University at Qatar,助理研究员

2013.09  — 2015.06:博士后,华中科技大学光电学院,微电子学与固体电子

学术荣誉

2015年度中国人工智能学会(CAAI)优秀博士论文奖(全国共8人)

主持基金及项目

[1] 国家自然科学基金面上项目,61673187,忆阻神经形态计算系统的理论分析与电路设计,2017/01-2020/12,在研,主持.

[2] 国家自然科学基金青年项目,61403152,基于忆阻动态联想网络的电路结构和算法研究,2014/01-2017/12,在研,主持.

[3] 深圳市科技创新项目,JCYJ20170307160806070,基于卷积神经网络的运动视频行为识别的研究,2017/07-2019/07,在研,主持.

[4] 深圳华为技术公司企业研发项目,HIRPO20140409Quantitative feature analysis of neuromorphic computing applications in data mining and the key technologies to be overcome2015/09-2016/12,已结题,主持.

[5] 博士后特别资助项目,2015T80799,基于忆阻器的动态神经网络的设计与研究,2015/09-2016/08,已结题,主持.

[6] 博士后面上资助项目,2014M552031,基于忆阻非线性神经元电路的信息动态存储研究,2014/09-2015/08,已结题,主持.

[7] 华中科技大学校自主创新研究基金,2016YXMS064,忆阻动态神经系统的设计与研究,2016/01-2018/12,在研,主持

专著章节

Shiping Wen, Zhigang Zeng. Chapter 14: Synchronization Control of Memristive Chaotic Circuits and Their Applications in Image Encryptions, DOI: 10.1142/9789814616881_0014. Frontiers of Intelligent Control and Information Processing, Edited by: Derong Liu, Cesare Alippi , Dongbin Zhao, Huaguang Zhang, 2014 World Scientific Publishing Co.

代表论文

[1] Shiping Wen, Michael Z.Q. Chen, Zhigang Zeng, Tingwen Huang, Chaojie Li, Adaptive Neural-Fuzzy Sliding-Mode Fault-Tolerant Control for Uncertain Nonlinear Systems, IEEE Transactions on Systems, Man and Cybernetics: Systems, Vol. 47, No. 8, pp. 2268-2278, Aug. 2017.

[2] Shiping Wen, Zhigang Zeng, Michael Z.Q. Chen, Tingwen Huang, Synchronization of switched neural networks with communication delays via the event-triggered method, IEEE Transactions on Neural Networks and Learning Systems, Vol. 28, No. 10, pp. 2334-2343, Oct. 2017. (中科院一区)

[3] Shiping Wen, Tingwen Huang, Xinghuo Yu, Michael Z.Q. Chen, Zhigang Zeng, Aperiodic sampled-data sliding-mode control of fuzzy systems with communication delays via the event-triggered method, IEEE Transactions on Fuzzy Systems, Vol. 24, No. 5, pp. 1048-1057, 2016. (中科院一区)

[4] Shiping Wen, Xinghuo Yu, Zhigang Zeng, Jinjia Wang. Event-triggering load frequency control for multi-area power systems with communication delay, IEEE Transactions on Industrial Electronics, Vol. 63, No. 2, pp. 1308-1317, Feb. 2016 (2017ESI高被引论文,中科院一区)

[5] Shiping Wen, Zhigang Zeng, Tingwen Huang, Xinghuo Yu, Mingqing Xiao. New criteria of passivity analysis for fuzzy time-delay systems with parameter uncertainties, IEEE Transactions on Fuzzy Systems, Vol. 23, No. 6, pp. 2284-2301, Dec. 2015. (中科院一区)

[6] Shiping Wen, Zhigang Zeng, Tingwen Huang, Qinggang Meng. Lag synchronization of switched neural networks via neural activation function and applications in image encryption. IEEE Transactions on Neural Networks and Learning Systems, Vol. 26, No. 7, pp. 1493-1502, 2015. (2017ESI高被引论文,中科院一区)

[7] Shiping Wen, Zhigang Zeng, Tingwen Huang, Yide Zhang. Exponential lag adaptive synchronization of memristive neural networks and applications in Pseudo-random generators, IEEE Transactions on Fuzzy Systems, Vol. 22, No. 6, pp. 1704-1713, Dec. 2014 (2015ESI热点论文,中科院一区)

[8] Shiping Wen, Michael Z.Q. Chen, Xinghuo Yu, Zhigang Zeng, Tingwen Huang, Fuzzy control for uncertain vehicle active suspension systems via dynamic sliding-mode approach, IEEE Transactions on Systems, Man and Cybernetics: Systems, Vol. 47, No. 1, pp. 24-32, Jan. 2017.

[9] Shiping Wen, Tingwen Huang, Xinghuo Yu, Michael Z.Q. Chen, Zhigang Zeng, Sliding-mode control of memristive Chua's systems via the event-based method, IEEE Transactions on Circuits and Systems Part II, Vol. 64, No. 1, pp. 8-85, Jan. 2017.

[10] Shiping Wen, Zhigang Zeng, Tingwen Huang. H_infinity Filtering for neutral systems with mixed delays and multiplicative noises. IEEE Transactions on Circuits and Systems Part II, Vol. 59, No. 11, pp. 820-824, Nov. 2012.

[11] Shiping Wen, Zhigang Zeng, Tingwen Huang, Chaojie Li, Yiran Chen. Passivity and passification of stochastic impulsive memristor-based piecewise linear system with mixed delays.  International Journal of Robust and Nonlinear Control, Vol. 25, pp. 610-624, 2015. (2015ESI热点论文)

[12] Shiping Wen, Gang Bao, Zhigang Zeng, Yiran Chen, Tingwen Huang. Global exponential synchronization of memristor-based recurrent networks with time-varying delays. Neural Networks, Vol. 48, pp. 195-203, Dec. 2013 (2015ESI热点论文)

[13] Shiping Wen, Tingwen Huang, Zhigang Zeng, Yiran Chen. Circuit design and exponential stabilization of memristive neural networks. Neural Networks, Vol. 63, pp. 48-56, 2015 (2015ESI热点论文)

[14] Shiping Wen, Zhigang Zeng, Tingwen Huang. Exponential stability analysis of memristor-based recurrent neural networks with time-varying delays. NeurocomputingVol. 97, pp. 233-240, 2012 (2014ESI高被引论文)

[15] Shiping Wen, Zhigang Zeng. Dynamics analysis of a class of memristor-based recurrent networks with time-varying delays in the presence of strong external stimuli. Neural Processing Letters, Vol. 35, No. 1, pp. 47-59, 2012 (2014ESI高被引论文)

[16] Shiping Wen, Zhigang Zeng, Tingwen Huang. Dynamics behaviors of memristor-based delayed recurrent networks. Neural Computing and Applications, Vol. 23(3-4), pp. 815-821, 2013. (2015ESI高被引论文)