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梁燕，女，博士，副教授，博士生导师，2011年获得中国矿业大学学士学位，2017年获得中国矿业大学博士学位，同期进入杭州电子科技大学任教至今，长期从事忆阻器、电路设计、神经形态计算等研究领域。中国电子学会混沌与非线性电路学会委员，IEEE会员，长期担任IEEE Transactions on Circuits and Systems、International Journal of Bifurcation and Chaos、Nonlinear dynamics等国内外期刊审稿专家。主持国家自然科学基金项目2项、浙江省自然科学基金项目2项，近五年围绕研究方向共计发表SCI论文40余篇，其中第一作者或通信作者20余篇，在集成电路领域国际顶级期刊IEEE Transactions on Circuits and Systems 发表论文7篇。 主讲本科生课程《电路与电子线路1》，近五年本科教学业绩均为A，获校教学成果一等奖2项，主持并结题校级教改项目2项；以第一作者发表教改论文2篇；第一导师指导本科生发表SCI论文2篇、国家级大创项目和省新苗各1项；获国家教学创新大赛一等奖、省教学创新大赛一等奖、校青年教师教学技能竞赛理工科组一等奖、校主题班课大赛一等奖；获校毕业设计优秀指导老师、校优秀班主任称号。 主讲研究生课程《非线性忆阻电路及应用》，课程案例分别获教育部学位与研究生教育发展中心主题案例、省优秀研究生教学案例立项。主持省“十四五”研究生教学改革项目、省研究生教育学会科研项目各1项。获省研究生教育学会教学成果奖二等奖1项。指导研究生第一作者发表SCI论文10余篇，研究生获批科技创新类项目、国家奖学金、华为奖学金等荣誉，已毕业研究生前往华为、大华等国内知名企业就业。积极为研究生提供去国内外高校及研究所读博深造机会。 招生：如果你富有进取心，积极向上，并且乐于与人合作，我们诚挚邀请你加入我们课题组！ 在这里，我们尊重每一位学生，倡导平等相处。在科研工作中，我们不仅是师生，更是合作伙伴，一同探索未知，追求卓越。你将获得自由思考的空间、互相激励的氛围，以及扎实的科研训练。 2011-2017 中国矿业大学 电气工程 工学博士 2007-2011 中国矿业大学 电气工程与自动化 工学学士 2017-2020 杭州电子科技大学 电子信息学院 讲师 2021至今，杭州电子科技大学 电子信息学院 副教授 中国电子学会混沌与非线性电路学会委员、IEEE会员 忆阻器、神经形态计算、非线性系统、人工神经网络 主持教学项目： 教育部学位与研究生教育发展中心主题案例:“穷人的”忆阻器制造方法和应用案例 浙江省“十四五”研究生教学改革项目: 基于“杭电-大华”校企协同的卓越工程师培养模式探索与实践 浙江省研究生教育学会科研项目: 科教融汇、产研融合的电子信息专业研究生培养模式探索
主讲课程： 本科生课程：《电路与电子线路1》 研究生课程：《非线性忆阻电路及应用》 纵向科研
主持科研项目： 国家自然科学基金面上项目-《基于混沌边缘的局部有源忆阻器神经元及其动力学研究》2022-2025 国家自然科学基金青年项目-《忆阻器寄生效应模型及其对忆阻混沌电路和逻辑电路的影响研究》2019-2021 浙江省自然科学基金一般项目-《基于全忆阻神经元的耦合网络动力学分析及其在优化中的应用》2024-2026 浙江省自然科学基金一般项目-《局部有源忆阻器模型及其振荡电路研究》2020-2022 横向科研
论文
主要发表论文(*为通信作者)： 1.Yan Liang, Huimeng Guo, Yiqing Li, Peipei Jin, Guangyi Wang*, Herbert Ho-Ching Iu, Ahmet Samil Demirkol, Ronald Tetzlaff, Guanrong Chen, Alon Ascoli, “Theoretical Analysis and Hardware Reproduction of Smale Paradox Based on CCM Neurons and Edge of Chaos,”IEEE Transactions on Circuits and Systems I: Regular Papers, 2025. (SCI一区TOP) 2.Yiqing Li(研究生), Yan Liang*, Peipei Jin, Shichang Wang, Guangyi Wang, “Dynamics of Dual Memristors-based Neuron Circuit for Pattern Recognition,” IEEE Transactions on Consumer Electronics, 2025. (SCI二区) 3.Huimeng Guo(研究生), Yan Liang*, Guangyi Wang, Yujia Li, Liang Wang, Yuanfu Zhao, “ Activation Mechanism of Directly Coupled N-type Memristive Neuron Circuits,” International Journal of Bifurcation and Chaos, 2025. (SCI) 4.Yujiao Dong, Rongrong Guo, Yan Liang*, Jinqiao Yang, Guangyi Wang. “Coupling dynamics of locally active memristor based neurons,” Chaos, 2024, 34(8). (SCI二区) 5.Yan Liang, Kuixing Liu, Yujiao Dong*, Zhenzhou Lu, Guangyi Wang. “Capacitively Coupled Memristive Neurons on the Edge of Chaos,” IEEE Transactions on Circuits and Systems II, Brief Letters, 2024, 71(8):3950-3954. (SCI二区TOP) 6.Yan Liang, Shichang Wang, Zhenzhou Lu*, Yiqing Li, Kangtai Wang. “Design of fully current-controlled memristors-based oscillator,” International Journal of Bifurcation and Chaos, 2024, 34(04). (SCI) 7.Shuyu Shi (研究生), Yan Liang*, Yiqing Li, Zhenzhou Lu, Yujiao Dong, “A Neuron Circuit Based on Memristor and Negative Capacitor: Dynamics Analysis and Hardware Implementation,”Chaos Solitons & Fractals,2024,180:114534. (SCI一区) 8.Zhenzhou Lu, Qian Zhu, Shuyu Shi, Kangtai Wang, Yan Liang*, “Nb2O5 memristive neurons-based unsupervised learning network,” International Journal of Circuit Theory and Applications,2024,03:5554-5571.(SCI) 9.Qingdian Geng, Yan Liang*, Zhenzhou Lu, Herbert Ho-Ching Iu, Guangyi Wang, “Double locally active memristor-based inductor-free chaotic circuit,” 2024 IEEE International Symposium on Circuits and Systems (ISCAS) . 10.Zhiyuan Fang(研究生), Yan Liang*, Guangyi Wang, Gu Yana. “Memristive discrete chaotic neural network and its application in associative memory,”Analog Integrated Circuits and Signal Processing, 2024(2):11.(SCI) 11.Meiyuan Gu，Yan Liang*，Yiqing Li，Jinbiao Liu，Guangyi Wang，“Complex coexisting attractors in a locally-active memristor-based oscillator,” Pramana, 2024, 98(2). (SCI) 12.Shuyu Shi (研究生), Yan Liang*, Weifeng Lv, Meiyuan Gu, Guangyi Wang. “A negative capacitor emulator circuit and its application in chaotic circuits,”Chaos, 2023, 33(5). (SCI二区) 13.Yan Liang*, Shuaiqun Chen, Zhenzhou Lu, Guangyi Wang, Ho-Ching Iu. “A New Compact Model for Third-order Memristive Neuron with Box-shaped Hysteresis and Dynamics Analysis,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023, 42(10): 3352-3364. (SCI) 14.Yan Liang*, Shichang Wang, Yujiao Dong, Zhenzhou Lu, Guangyi Wang. “Locally-Active Memristors-Based Reactance-Less Oscillator,” IEEE Transactions on Circuits and Systems II, Brief Letters, 2023, 70(1):321-325. (SCI二区TOP) 15.Huimeng Guo (研究生), Yan Liang*, Yujiao Dong, Guangyi Wang. “Simplification of Chua corsage memristor and hardware implementation of its neuron circuit,” Acta Physica Sinica, 2023, 72(7):13. (SCI) 16.Qingjian Li(本科生), Yan Liang*, Zhenzhou Lu, Guangyi Wang. “Threshold-type memristor-based crossbar array design and its application in handwritten digit recognition,” Journal of Systems Engineering and Electronics, 2023,34(2):324-334. (SCI) 17.Yan Liang*, Qian Zhu, Guangyi Wang, Shimul Kanti Nath, Herbert Ho-Ching Iu, Sanjoy Kumar Nandi, Robert Glen Elliman. “Universal Dynamics Analysis of Locally-Active Memristors and Its Applications,” IEEE Transactions on Circuits and Systems I: Regular Papers, 2022, 69(3):1278-1290. (SCI) 18.Yana Gu(研究生) , Yan Liang*, Guangyi Wang, Chenyang Xia, “Design of NbOx memristive neuron and its application in spiking neural networks,” Acta Physica Sinica, 2022, 71(11): 110501. (SCI) 19.Zhenzhou Lu, Yan Liang*, Yujiao Dong, Shichang Wang. “Spiking and chaotic behaviours of locally active memristor,” Electronics Letters, 2022, 58(18):681-683. (SCI) 20.Yan Liang*, Guangyi Wang, Chenyang Xia, Zhenzhou Lu. “Simple Modelling of S-type NbOx Locally Active Memristor,” Electronics Letters, 2021, 57(16):630-632. (SCI) 21.Jiajie Ying(研究生), Yan Liang*, Junlan Wang, Yujiao Dong, Guangyi Wang. Meiyuan Gu. “A tristable locally-active memristor and its complex dynamics”, Chaos, Solitons & Fractals, 2021, 31(6):1054-1500. (SCI) 22.Qingjian Li(本科生), Yan Liang*, Zhenzhou Lu, Guangyi Wang. “Threshold-type memristor based memory circuit,” International Journal of Circuit Theory and Applications, 2021, 49(5):1515-1531. (SCI) 23.Yan Liang, Guangyi Wang*, Guanrong Chen, Yujiao Dong, Dongsheng Yu, Ho-Ching Iu. “S-type Locally-active Memristor-based Periodic and Chaotic Oscillators,” IEEE Transactions on Circuits and Systems I: Regular Papers, 2020,67(12):5139-5152. (SCI) 24.Yan Liang*, Zhenzhou Lu, Guangyi Wang,Yujiao Dong, Dongsheng Yu, Ho-Ching Iu. “Modeling Simplification and Dynamic Behavior of N-shaped Locally-active Memristor Based Oscillator,” IEEE Access, 2020, 8:75571-75585. (SCI) 25.Yan Liang, Zhenzhou Lu, Guangyi Wang*, Dongsheng Yu,Ho-Ching Iu, “Threshold-type Binary Memristor Emulator Circuit”, IEEE Access, 2019,7:180181-180193. (SCI) 26.Yan Liang*, Hao Chen. “Circuit-based flux linkage measurement method with the automated resistance correction for SRM sensorless position control,” IET Electric Power Applications, 2018, 12(9):1396-1406. (SCI) 27.Yan Liang, Hao Chen*, Jiaotong Shi, Huajian Liu, “New circuits for emulating switched reluctance motors windings,” IET Electric power applications, 2016.7,10(6):458~466. (SCI) 28.Yan Liang, Hao Chen*, Huajian Liu, Jiaotong Shi. “Generic meminductive characteristics of switched reluctance machines,” Chinese Physics B, 2015,24(6):068401. (SCI) 29.Yan Liang, Hao Chen*, Dongsheng Yu. “A practical implementation of a floating memristor-less meminductor emulator,” IEEE Transactions on circuits and systems II: Express briefs, 2014,61(5):299~303. (SCI) 30.Yan Liang, Dongsheng Yu*, Hao Chen, “A novel meminductor emulator based on analog circuits,” Acta Physica Sinica, 2013,62(15):158501. (SCI) 著作
IEEE电路与系统学会Guillemin-Cauer最佳论文奖 Circuits, Systems and signal Processing 期刊 2021 Armen H. Zemanian 最佳论文奖 |