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李婷

2023年08月29日 12:41  点击:[]

所属学科专业:计算机科学与技术

导师简介:

李婷,西安交通大学机械工程学院获工学博士学位。美国加州大学伯克利分校做访问学者。清华大学类脑计算研究中心做访问学者。早期研究方向脑机接口、人机交互和神经网络。近期开展了基于脑连通性分析和深度学习的情感-运动双向调节神经机理和情绪脑际交互研究。主要代表作发表在工程技术类期刊Frontiers in Neuroscience,Frontiers in Human Neuroscience、Computational Intelligence and Neuroscience和Journal of Neuroscience Methods。他引期刊包括Proceedings of the IEEE、IEEE Computational Intelligence Magazine等中科院一区国际知名期刊,以及European Journal of Neuroence、Journal of Neural Engineering、Frontiers in Neuroscienc、Journal of the Franklin Institute等中科院二区期刊。其中,论文Brain-machine interface control of a manipulator using small-world neural network and shared control strategy为著名脑机智能研究专家明尼苏达大学何斌(Bin He)教授发表在Proceedings of the IEEE上的论文Noninvasive Brain-Computer Interfaces Based on Sensorimotor Rhythms所引用。

科研项目:

[1]国家自然科学基金青年项目,62207020,面向群体情绪凝聚态时变的脑交互特征表征与群体监测方法研究,2023.1.1-2025.12.31,30万元,在研,主持。

[2]陕西省服装设计智能化重点实验室项目,22JS020,治愈性服装情绪脑特征表征与社群推荐方法研究,2022.01.01-2023.12.31,5万元,在研,主持。

[3]陕西省自然科学一般项目(面上项目),2022JM-347,面向情绪感染的脑际特征表征与群体凝聚态深度识别研究,2022.01.01-2023.12.31,5万元,在研,主持。

[4]陕西省自然科学基础研究计划,2018JQ6103,人体上肢运动脑控机理与虚拟现实康复训练系统研究,2018.01-2019.12,3万元,结题,主持。

[5]西安工程大学博士科研启动基金项目,3100400312,基于运动本质脑连通性测量与复杂生理网络的下肢运动解码方法研究,2016.01-2019.06,5万元,结题,主持。

[6]国家自然科学基金项目,50905136,基于人体生物电信号的仿生机械臂动作规划和闭环控制方法研究,结题,骨干成员。

[7]国家高科技计划,SQ2013GX03D00128,脑肌多源信息运动融合感知与交互控制技术及康复机器人应用验证,结题,骨干成员。

二、期刊论文

[1]Ting Li#, Guoqi Li*, Baozeng Wang, Jinhua Zhang. Analyzing brain connectivity in the mutual regulation of emotion- movement using bi-directional Granger causality Running title: Brain connectivity in emotion-movement regulation. Frontiers in Neuroscience. 2020,14:369.(中科院2区, JCR 2区,IF:3.648)

[2]Ting Li#*, Tao Xue, Baozeng Wang, Jinhua Zhang. Decoding voluntary movement in single hand based on analysis of brain connectivity using EEG signals. Frontiers in Human Neuroscience, 2018(12):381-395. (中科院3区, JCR 2区,IF:2.871)

[3]Ting Li#*, Jinhua Zhang, Tao Xue, Baozeng Wang. Development of a novel motor imagery control technique and application in a gaming environment. Computational Intelligence and Neuroscience, 2017,2017:1-16. (中科院4区, JCR 2区,IF:1.678)

[4]Ting Li#*, Jinhua Zhang, Tao Xue, Baozeng Wang, Aimin Yang. Numerical simulation and experimental research of spectral noise characteristics for the four-wheel landing gear. Journal of Vibro engineering, 2017.3,19(2):1428-1437. (中科院4区, JCR 4区,IF:0.617)

[5]Ting Li#, Jun Hong, Jinhua Zhang*, Feng Guo. Brain-machine interface control of a manipulator using small-world neural network and shared control strategy. Journal of Neuroscience Methods, 2014, 224:26-38.(中科院3区,JCR 2区, IF:2.571)

[6]Ting Li#, Jun Hong, Jinhua Zhang*. Electroencephalographic (EEG) Control of Cursor Movement in Three-dimensional Scene Based on Small-world Neural Network. 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS 2010), Xiamen: 2010.(EI: 20110313584320).

[7]Ting Li#, Jun Hong, Jinhua Zhang*. EEG Classification Based on Small-world Neural Network for Brain-Computer Interface. The 2010 Sixth International Conference on Natural Computation (ICNC'10), Yantai: 2010.(EI:20104613375764).

[8]Jinhua Zhang#, Baozeng Wang*,TingLi, Jun Hong. Non-invasive decoding of hand movements from electroencephalography based on a hierarchical linear regression model.Review of Scientific Instruments,2018, 89(8):084303.(中科院3区, JCR 3区,IF:1.428)

[9]Qiaoling He#, Jinhua Zhang*,Ting Li, Jun Hong. Position Feedback of Bionic Manipulator Following Electrooculography Signals. Journal of Xi'an Jiaotong University, 2012, 46(01): 53-59. (EI: 20120714767032).

[10]Baotong Li#, Jun Hong,Ting Li*, Yubao Chen. Modular design of complex product based on the triple fusion of function/feature/knowledge. Journal of Shanghai Jiaotong University (Science), 2010, 15 (5), 563-570. (EI: 20104213300233)

授权专利:

[1]张进华,洪军,李婷,王宝增,蔚炯坚.一种多模态非植入式脑机接口技术支撑下的人机交互方法. 2017.04.26,ZL201410408877.4

[2]洪军,李宝童,高羡明,李婷,杨荣,郑帅.一种智能床身动静态变形主动抑制系统. 2013.03.13,ZL201110233252.5

[3]张进华,李小虎,洪军,李晓玲,王崴,贺巧玲,孙雷,李婷.基于人眼扫视信号的人机交互式二维定位方法. 2011-05-25,ZL201010617004.6.

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