设为首页 | 加入收藏夹 | ENGLISH  

 
硕士生导师
 刘晨 讲师
 
点击可看照片大图  
  个人资料  
    女 ,1988年生。
联系电话:15822121041
电子邮件:liuchen715@tju.edu.cn
通信地址:天津大学电气与自动化工程学院,邮编:300072
专业学科:控制科学与工程
 
  主要经历  
    (1) 2017.01-至今     香港浸会大学,物理系,博士后(香江学者)
(2) 2016.01-至今     天津大学,电气与自动化工程学院,讲师
(3) 2014.08-2015.08  美国凯斯西储大学,电气工程与计算机科学学院,国家公派联合培养博士研究生
(4) 2012.12-2013.06  香港理工大学,电机工程系,研究助理
(5) 2011.09-2016.01 天津大学电气与自动化工程学院,控制科学与工程专业,博士研究生
(6) 2007.07-2011.07 天津大学电气与自动化工程学院,自动化专业,本科
 
  研究方向  
    (1) 神经控制工程
(2) 大脑神经元网络的建模与分析
 
  代表论文  
    到目前为止,已发表学术论文37篇,其中SCI检索论文30篇,第一/通讯作者论文16篇(含JCR一区/二区TOP论文6篇)。主要发表在IEEE Transactions on Neural Networks and Learning Systems、IEEE Transactions on Neural Systems and Rehabilitation Engineering、International Journal of Neural Systems、Scientific Reports、Neural Network、Communications in Nonlinear Science and Numerical Simulation、《中国科学》等重要刊物。论文总引用170余次,其中他引近百次(128)。SCI论文影响因子合计86.115(第一/通讯作者SCI论文影响因子合计53.327)。

论文详见:https://www.researchgate.net/profile/Chen_Liu32

学术论文:
(1) Chen Liu, Jiang Wang, Huiyan Li, Meili Lu, Bin Deng, Haitao Yu, Xile Wei, Chris Fietkiewicz, Kenneth A. Loparo. Closed-loop modulation of the pathological disorders of the basal ganglia network, IEEE Transactions on Neural Networks and Learning Systems(2016) (SCI一区(TOP), IF: 6.108)
(2) Chen Liu, Jiang Wang, Huiyan Li, Chris Fietkiewicz, Kenneth Loparo. Modelling and analysis of beta oscillations in the basal ganglia, IEEE Transactions on Neural Networks and Learning Systems accepted. (SCI一区(TOP), IF: 6.108)
(3) Chen Liu, Jiang Wang, Yingyuan Chen, Bin Deng, Xile Wei, Huiyan Li. Closed-loop control of the thalamocortical relay neuron’s Parkinsonian state based on slow variable. International Journal of Neural Systems 23(4) (2013) 1350017. (SCI一区(TOP), IF: 6.056)
(4) Chen Liu, Yulin Zhu, Fei Liu, Jiang Wang, Huiyan Li, Bin Deng, Chris Fietkiewicz, Kenneth Loparo. Neural mass models describing possible origin of the excessive beta oscillations correlated with Parkinsonian state, Neural Network 88 (2017) 65-73. (SCI二区, IF: 5.287)
(5) Chen Liu, Jiang Wang, Bin Deng, Xile Wei, Haitao Yu, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo. Closed-loop Control of Tremor-predominant Parkinsonian State Based on Parameter Estimation: A Computational Study. IEEE Transactions on Neural Systems & Rehabilitation Engineering 24(10) (2016) 1109-1121. (SCI二区, IF : 3.41)
(6) Chen Liu, Jiang Wang, Haitao Yu, Bin Deng, Kaiming Tsang, Wailok Chan, Yiukwong Wong. The effects of time delay on the stochastic resonance in feed-forward-loop neuronal network motifs. Communications in Nonlinear Science and Numerical Simulation 19(4) (2014) 1088-1096. (SCI二区(TOP), IF : 2.866)
(7) Chen Liu, Jiang Wang, Huiyan Li, Zhiqin Xu, Bin Deng, Xile Wei. Model-based iterative learning control of Parkinsonian state in thalamic relay neuron. Communications in Nonlinear Science and Numerical Simulation 19(9) (2014) 3255-3266. (SCI二区(TOP), IF : 2.866)
(8) Chen Liu, Jiang Wang, Haitao Yu, Bin Deng, Xile Wei, Huiyan Li, Kenneth A. Loparo, Chris Fietkiewicz. Dynamical analysis of Parkinsonian state emulated by hybrid Izhikevich neuron models. Communications in Nonlinear Science and Numerical Simulation 28(1-3) (2015) 10-26. (SCI二区(TOP), IF : 2.834)
(9) Chen Liu, Jiang Wang, Bin Deng, Xile Wei, Haitao Yu, Huiyan Li. Variable universe fuzzy closed-loop control of tremor predominant Parkinsonian state based on parameter estimation. Neurocomputing 151(3) (2015) 1507-1518. (SCI二区, IF : 2.392)
(10) Chen Liu, Jiang Wang, Haitao Yu, Bin Deng, Xile Wei, Kaiming Tsang, Wailok Chan. Impact of delays on the synchronization transitions of modular neuronal networks with hybrid synapses. Chaos 23(3) (2013) 033121. (SCI三区, IF : 1.761)
(11) Chen Liu, Jiang Wang, Haitao Yu, Bin Deng, Xile Wei, Jianbing Sun, Yingyuan Chen. The effects of time delay on the synchronization transitions in a modular neuronal network with hybrid synapses. Chaos, Solitons & Fractals 47(1) (2013) 54-65. (SCI三区, IF : 1.503)
(12) Chen Liu, Jiang Wang, Lin Wang, Haitao Yu, Bin Deng, Xile Wei, Kaiming Tsang, Wailok Chan. Multiple synchronization transitions in scale-free neuronal networks with electrical and chemical hybrid synapses. Chaos, Solitons & Fractals 59 (2014) 1-12. (SCI三区, IF : 1.448)
(13) 刘晨, 王江, 邓斌, 魏熙乐, 于海涛, 李会艳. 帕金森状态的慢变量反馈模糊控制.中国科学:信息科学 45 (2015) 439-456.
(14) Shuangming Yang, Bin Deng, Jiang Wang, Huiyan Li, Chen Liu*, Chris ietkiewicz, Kenneth A. Loparo. Efficient implementation of a real-time estimation system for thalamocortical hidden Parkinsonian properties. Scientific Reports 7 (2017) 40152. (SCI二区, IF : 4.259)
(15) Yulin Zhu, Jiang Wang, Huiyan Li, Bin Deng, Chen Liu*. Modulation of Parkinsonian state with uncertain disturbance based on sliding mode control. IEEE Transactions on Neural Systems and Rehabilitation Engineering (2017). (SCI二区, IF: 3.41)
(16) Fei Liu, Jiang Wang, Chen Liu*, Huiyan Li, Bin Deng, Chris Fietkiewicz, Kenneth A Loparo. A neural mass model of basal ganglia nuclei simulates pathological beta rhythm in Parkinson's disease. Chaos 26(12) (2016) 123113. (SCI三区, IF : 2.283)
(17) Fei Su, Bin Deng, Hongji Li, Shuangming Yang, Yingmei Qin, Jiang Wang, Chen Liu*. FPGA-based hardware simulation of nonlinear auto-regressive Volterra model to reconstruct the single neuron spike pattern. International Journal of Modern Physics B (2017) . (SCI四区, IF: 0.736)
(18) Fei Su, Jiang Wang, Bin Deng, Xile Wei, Yingyuan Chen, Chen Liu. Adaptive control of Parkinson’s state based on a nonlinear computational model with unknown parameters. International Journal of Neural Systems 25(1) (2015) 1450030. (SCI一区(TOP), IF: 6.085)
(19) Jianbing Sun, Bin Deng, Chen Liu, Haitao Yu, Jiang Wang, Xile Wei, Jia Zhao. Vibrational resonance in neuron populations with hybrid synapses. Applied Mathematical Modelling 37(9) (2013) 6311-6324. (SCI一区(TOP), IF : 2.158)
(20) Haitao Yu, Xinmeng Guo, Jiang Wang, Chen Liu, Bin Deng, Xile Wei. Adaptive stochastic resonance in self-organized small-world neuronal networks with time delay. Communications in Nonlinear Science and Numerical Simulation 29(1-3) (2015) 346-358. (SCI二区(TOP), IF : 2.834)
(21) Fei Su, Jiang Wang, Huiyan Li, Bin Deng, Xile,Wei, Haitao Yu, Chen Liu. Predictive control for spike pattern modulation of a two-compartment neuron model. Neurocomputing 216(5) (2016) 89-101. (SCI二区, IF : 3.317)
(22) Haitao Yu, Jiang Wang, Jiwei Du, Bin Deng, Xile Wei, Chen Liu. Effects of time delay and random rewiring on the stochastic resonance in excitable small-world neuronal networks. Physical Review E 87(5) (2013) 052917. (SCI三区, IF : 2.326)
(23) Haitao Yu, Jiang Wang, Chen Liu, Bin Deng, Xile Wei. Stochastic resonance on a modular neuronal network of small-world subnetworks with a subthreshold pacemaker. Chaos 21(4) (2011) 047502. (SCI三区, IF : 2.076)
(24) Haitao Yu, Jiang Wang, Chen Liu, Bin Deng, Xile Wei. Vibrational resonance in excitable neuronal systems. Chaos 21(4) (2011) 043101. (SCI三区, IF : 2.076)
(25) Haitao Yu, Jiang Wang, Jiwei Du, Bin Deng, Xile Wei, Chen Liu. Effects of time delay on the stochastic resonance in small-world neuronal networks. Chaos 23(1) (2013) 013128. (SCI三区, IF : 1.761)
(26) Ruofan Wang, Jiang Wang, Bin Deng, Chen Liu, Xile Wei, Kaiming Tsang, Wailok Chan. A combined method to estimate parameters of the thalamocortical model from a heavily noise-corrupted time series of action potential. Chaos 24(1) (2014) 013128. (SCI三区, IF : 1.954)
(27) Fei Su, Jiang Wang, Huiyan Li, Bin Deng, Haitao Yu, Chen Liu. Analysis and application of neuronal network controllability and observability. Chaos 27 (2) (2017) 023103. (SCI三区, IF : 2.283)
(28) Haitao Yu, Jiang Wang, Chen Liu, Bin Deng, Xile Wei. Delay-induced synchronization transitions in small-world neuronal networks with hybrid electrical and chemical synapses. Physica A 392(21) (2013) 5473-5480. (SCI三区, IF : 1.722)
(29) Haitao Yu, Jiang Wang, Chen Liu, Bin Deng, Xile Wei. Delay-induced synchronization transitions in modular scale-free neuronal networks with hybrid electrical and chemical synapses. Physica A 405 (2014) 25-34. (SCI三区, IF : 1.732)
(30) Jiang Wang, Xinmeng Guo, Haitao Yu, Chen Liu, Bin Deng, Xile Wei, Yingyuan Chen. Stochastic resonance in small-world neuronal networks with hybrid electrical-chemical synapses. Chaos, Solitons & Fractals 60 (2014) 40-48. (SCI三区, IF : 1.448)
(31) 于海涛, 王江, 刘晨, 车艳秋, 邓斌, 魏熙乐. 耦合小世界神经网络的随机共振. 物理学报  61 (2012)  068702. (SCI四区, IF : 1.016)
(32) 曹玉珍, 张丽嫒, 刘晨, 王江. 基于Pinsky-Rinzel模型癫痫状态的估计与闭环混合控制. 纳米技术与精密工程 (2015) 3. (EI)
(33) Chen Liu, Jiang Wang, Haitao Yu, Bin Deng, Xile Wei. Vibrational resonance on modular neuronal networks, The 31st Chinese Control Conference. 2012.07, Hefei. (2012) 7388-7392. (EI)
(34) Huiyan Li, Chen Liu, Jiang Wang. Memory and computing function of four-node neuronal network motifs. The 11th World Congress on Intelligent Control and Automation 2014.06, Shenyang (2014) 5818-5823. (EI)
(35) Xiuyu Jiang, Chen Liu, Jiang Wang. Delay-induced multiple vibrational resonance in the bi-fan neuronal network motifs. The 7th International Congress on Image and Signal Processing - BioMedical Engineering and Informatics 2014.10, Dalian (2014) 288-296. (EI)
(36) Huiyan Li, Chen Liu, Jiang Wang. Design of the feedback controller for deep brain stimulation of the Parkinsonian sate based on the system identification. The 27th Chinese Control and Decision Conference 2015. 05, Qingdao (2015) 5573-5578. (EI)
(37) Bin Deng, Hongji Li, Fei Su, Jiang Wang, Chen Liu, Yingmei Qin. A nonlinear autoregressive Volterra model based on FPGA. The 11th World Congress on Intelligent Control and Automation 2016.06, Guilin (2016) 962-966. (EI)
 
  科研项目  
    (1) 2017.04-2020.03:天津市应用基础与前沿技术研究青年项目“自适应深度脑刺激控制系统的设计”,项目负责人
(2) 2017.01-2017.12:天津大学自主创新基金“延时反馈闭环DBS控制系统设计”,项目负责人
(3) 2017.01-2019.12:国家自然科学基金青年项目“树突非线性对电场作用下神经编码的影响机制研究”,项目参与人
(4) 2015.01-2018.12:国家自然科学基金面上项目“神经元固有特性对针刺网络编码影响的机制研究”,项目参与人
(5) 2014.01-2017.12:国家自然科学基金面上项目“帕金森状态的建模及DBS闭环控制研究”,项目参与人
(6) 2014.01-2016.12:国家自然科学基金青年基金“针刺足三里穴丘脑核团电信息的网络编码机制研究”,项目参与人
 
  获奖情况  
    (1) 2016年:教育部自然科学二等奖(第六完成人)
(2) 2016年:国家“香江学者”计划资助
(3) 2015年:天津大学优秀学生标兵奖学金
(4) 2015年:天津大学第十四届“学生科学奖”(第一名)
(5) 2014年:博士研究生国家奖学金
(6) 2014年:国家公派联合培养博士研究生资格
(7) 2014年:天津大学优秀博士学位论文基金
(8) 2013年:博士研究生国家奖学金
(9) 2013年:天津市三好学生奖学金
(10) 2010年:国家奖学金

 
  讲授课程  
    电气工程概论(本科生课程)
电工学实验(本科生课程)
 
  其他  
    专利:
(1) 结合有限元分析的帕金森状态下基底核刺激实时仿真平台,发明专利,申请号:201610840251.X
(2) 基于丘脑底核-苍白球起搏器的四足机器人控制器,发明专利,申请号:201710306898.9
(3) 基于FPGA的基底核网络beta节律仿真系统,发明专利,申请号:201710306902.1
(4) 前馈神经网络下基于FPGA的STDP突触可塑性实验平台,发明专利,申请号:201610011012.3
(5) 基于FPGA的运动障碍非侵入式康复的闭环脑-肌-体接口硬件系统,发明专利,申请号:201610026971.2
(6) 帕金森状态的闭环神经刺激仿真系统,发明专利,申请号:201610037630.5
(7) 基于FPGA的丘脑皮层放电状态变论域模糊控制系统,发明专利,申请号:201710131135.5
(8) 基于机器学习的深度脑刺激电极阵列优化系统,发明专利,申请号:201610839586.X
(9) 基于虚拟电容的磁共振耦合式无线能量传输系统,发明专利,申请号:201710333277.X
(10) 一种用于可再生能源发电系统的工作范围可以调节的稳压系统,发明专利,申请号:201610322076.5
(11) 基于磁阻传感器阵列的电动汽车动态无线充电目标的辨识方法,发明专利,申请号:201610323213.7
(12) 基于磁谐振耦合式正交8字形线圈组的经颅磁刺激系统,发明专利,申请号:201710231103.2
(13) 双向能量流动的交互式稳压系统及操作方法,发明专利,申请号:201710231104.7
(14) 基于有限元分析的深部脑刺激电极阵列结构,发明专利,申请号:201611087031.0
(15) 基于增强现实的针灸穴位可视化究平台及其图像处理方法,发明专利,申请号:201710231105.1
 

版权所有:天津大学电气与自动化工程学院
Copyright 2002-2009 All Rights Reserved
当前访问量:9972837人次 Email:autju@163.com