个人简介

郭欣萌，工学博士，硕士生导师，香江学者。长期从事神经电信号分析、神经元网络建模与动力学分析相关的研究工作。目前主要研究方向为计算精神疾病，即从神经计算角度探寻精神类疾病（主要包括抑郁症和自闭症）的神经生物物理机制以及潜在的治疗手段。至今在IEEE Transactions on Fuzzy Systems，International Journal of Neural Systems，Communications in Nonlinear Science and Numerical Simulation，Neurocomputing等期刊发表SCI论文17篇，获得授权发明专利4项。作为负责人主持国家自然科学基金1项、天津大学自主基金2项，参与国家重点研发计划项目、科技创新2030重大项目、国家自然科学基金面上项目等多个课题。入选2022年度“香江学者计划“。

主要研究方向

计算神经科学，类脑计算，复杂网络，计算精神病

代表性学术成果

 论文：

[1]Guo Xinmeng, Yu Haitao, Nathan X Kodama, Wang Jiang, Roberto F Galan, Fluctuation scaling of neuronal firing and bursting in spontaneously active brain circuits，International Journal of Neural Systems, 2020, 30(1): 1950017.

[2]Guo Xinmeng, Wang Jiang, Low-dimensional dynamics of brain activity associated with manual acupuncture in healthy subjects, Sensors, 2021, 21(22), 7432.

[3]Guo Xinmeng, Wang Jiang, Liu Jing, Yu Haitao, Roberto F. Galan, Cao Yibin, Deng Bin, Optimal time scales of input fluctuations for spiking coherence and reliability in stochastic Hodgkin-Huxley neurons, Physica A-Statistical Mechanics and Its Applications, 2017, 468: 381-390.

[4] Guo Xinmeng, Yu Haitao, Wang Jiang, Liu Jing, Cao Yibin, Deng Bin, Local excitation-inhibition ratio for synfire chain propagation in feed-forward neuronal networks, Physica A-Statistical Mechanics and Its Applications, 2017, 482: 308-316.

[5]Yu Haitao, Guo Xinmeng, Wang Jiang, Li Kai, Deng Bin, Wei Xile, Liu Chen, Multiple stochastic resonances and oscillation transitions in cortical networks with time delay. IEEE Transactions on Fuzzy Systems, 2020, 28(1): 39-46.

[6]Yu Haitao, Guo Xinmeng, Wang Jiang, Stochastic resonance enhancement of small-world neural networks by hybrid synapses and time delay. Communications in Nonlinear Science and Numerical simulation, 2017, 42: 532-544.

[7]Yu Haitao, Guo Xinmeng, Qin Qing, Deng Bin, Wang Jiang, Liu Jing, Cao Yibin, Synchrony dynamics underlying effective connectivity reconstruction of neuronal circuits, Physcia A-Statistical Mechanics and Its Applications, 2017, 471: 674-687.

[8]Yu Haitao, Guo Xinmeng, Wang Jiang, Liu Chen, Deng Bin, Wei Xile, Adaptive stochastic resonance in self-organized small-world neuronal networks with time delay, Communications in Nonlinear Science and Numerical Simulation, 2015, 29(1): 346-358.

[9]Yu Haitao, Guo Xinmeng, Wang Jiang, Deng Bin, Wei Xile, Vibrational resonance in adaptive small-world neuronal networks with spike-timing-dependent plasticity, Physica A-Statistical Mechanics and Its Applications, 2015, 436: 170-179.

[10]Yu Haitao, Li Kai, Guo Xinmeng, Wang Jiang, Deng Bin, Liu Chen, Firing rate oscillation and stochastic resonance in cortical networks with electrical-chemical synapses and time delay, IEEE Transactions on Fuzzy Systems, 2020, 28(1): 5-13.

[11]Yu Haitao, Zhang Lianghao, Guo Xinmeng, Wang Jiang, Cao Yibin, Liu Jing, Effect of inhibitory firing pattern on coherence resonance in random neural networks, Physica A, 2018, 490: 1201-1210.

[12]Yu Haitao, Li Kai, Guo Xinmeng, Wang Jiang, Resonance transmission of multiple independent signals in cortical networks, Neurocomputing, 2020, 377: 130-144.

专利：

[1] 基于高频gamma神经振荡的自适应ASSR增强装置，国家发明专利， ZL202211038301.4

[2] 基于多电极阵列的神经核团反馈同步控制FPGA实验平台，国家发明专利，ZL201711054717.4

[3] 基于FPGA的神经元离子通道动态特性实验平台，国家发明专利，ZL201710716793.0

[4] 基于FPGA的Izhikevich神经元网络同步放电仿真平台，国家发明专利，ZL201510052068.9

科研项目

 [1] 国家自然科学基金（青年基金项目）， 面向重度抑郁障碍的功能脑网络建模与调控机制研究，主持

[2] 国家重点研发计划项目，生物可解释多功能类器官智能系统研究，参与

[3] 国家自然科学基金（面上项目），抑郁症神经网络异常的交叉频率协同编码模型及其干预策略，参与

[4] 国家自然科学基金（面上项目），神经集群序列性表征在阿尔茨海默病空间记忆损伤中的作用及其靶向干预策略研究，参与

[5] 科技创新2030 重大项目子课题，多尺度时间序列参与空间导航的神经机制，参与

[6] 天津大学自主创新基金，面向重度抑郁症的个性化脑调制技术研究，主持

[7] 天津大学自主创新基金，抑郁症脑网络结构、动力学及功能关系探究，主持

获奖情况

《新型听觉障碍诊断技术及知识图谱构建》，第三届天津市“海河英才”创新创业大赛博士后揭榜领题赛，技术攻关组一等奖