博士后

郭欣萌

职称:博士后

邮箱:guoxinmeng@tju.edu.cn

研究方向:

地址:医工院2号楼105室

个人简介

郭欣萌,工学博士,现为天津大学医学工程与转化医学研究院博士后。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3项。

主要研究方向

神经计算,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 circuitsInternational 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.