郭大庆，博士，电子科技大学教授、博导，中国自动化学会生物控制论与生物医学工程专业委员会副秘书长，中国生物医学工程学会第九届青年工作委员会委员。长期专注于计算神经科学领域，致力发现大脑信息处理的新机制，探索大脑疾病干预治疗的信息学新方法，努力为类脑智能和人类脑健康服务。先后主持多项国家自然科学基金、军口及省部级项目，参与包括国家自然科学基金仪器研发、科技部重大科研仪器设备研制在内的多项重大项目研发。已在IEEE会刊、PLoS Comput. Biol.、IJNS、Phys. Rev.系列等国际刊物上发表SCI检索论文60余篇，总引用1400余次(Google Scholar, H指数22)，相关成果被国内外同行广泛正面评价(包括PNAS、eLife、J. Neurosci.、Automatica、IEEE TNNLS/TBME/T CYBERNETICS、J. Neural Eng.等在内的重要学术刊物)和实验验证。入选第十二批四川省学术和技术带头人后备人选，获2019年度中国生物医学工程学会 “黄家驷生物医学工程奖” 二等奖(排名3)，获2018年度“英国物理学会中国高被引用作者奖”，获2016年度“电子科技大学校学术新人奖”，担任包括Neurocomputing等在内的多本SCI期刊的编委。
主持项目：
近年共主持项目10余项，其中部分信息如下：[1] 国家自然科学基金面上项目(31771149，主持); [2] 国家自然科学基金面上项目(81571770，主持)；[3] 国家自然科学基金青年基金(61201278，主持)； [4] 四川省科技厅国际合作重点项目(M112018HH0003，主持)；[5]****项目(多项，主持)等。此外，作为核心成员参与科技部重大科学仪器设备开发项目(2013YQ49085908)，国家自然科学基金重大仪器项目(61527815)。
代表性论文(*通讯，#共一)：
[1] Ge Zhang, Yan Cui, Yangsong Zhang, Hefei Cao, Guanyu Zhou, Haifeng Shu, Dezhong Yao(*), Yang Xia, Ke Chen, Daqing Guo(*), Computational exploration of dynamic mechanisms of steady state visual evoked potentials at the whole brain level, NeuroImage, 118166, 2021.
[2] Yan Cui(#), Min Li(#), Bharat Biswal(*), Wei Jing, Changsong Zhou, Huixiao Liu, Daqing Guo(*), Yang Xia, Dezhong Yao(*), Dynamic Configuration of Coactive Micropatterns in the Default Mode Network during Wakefulness and Sleep, Brain Connectivity, 2021.
[3] Wenpo Yao, Jun Wang, Matjaž Perc, Wenli Yao, Jiafei Dai, Daqing Guo(*), Dezhong Yao, Time irreversibility and amplitude irreversibility measures for nonequilibrium processes, Communications in Nonlinear Science and Numerical Simulation 96, 105688, 2021.
[4] Yuhang Lin(#), Peishan Du(#), Hongze Sun, Yi Liang, Zeru Wang, Yan Cui, Ke Chen(*), Yang Xia, Dezhong Yao, Liang Yu(*), Daqing Guo(*), Identifying Refractory Epilepsy Without Structural Abnormalities by Fusing the Common Spatial Patterns of Functional and Effective EEG Networks, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29, 708-717, 2021.
[5] Mingming Chen, Yajie Zhu, Renping Yu, Yuxia Hu, Hong Wan, Rui Zhang(*), Dezhong Yao, Daqing Guo(*), Insights on the role of external globus pallidus in controlling absence seizures, Neural Networks, 135, 78-90, 2021.
[6] Jianmin Hao(#), Yan Cui(#), Bochao Niu, Liang Yu, Yuhang Lin, Yang Xia(*), Dezhong Yao, Daqing Guo(*), Roles of Very Fast Ripple (500-1000 Hz) in the Hippocampal Network During Status Epilepticus, International Journal of Neural Systems, 31(4), 2150002, 2021.
[7] Wenpo Yao, Jiafei Dai, Matjaž Perc, Jun Wang, Dezhong Yao, Daqing Guo(*), Permutation-based Time Irreversibility in Epileptic Electroencephalograms, Nonlinear Dynamics, 100:907–919, 2020.
[8] Wenpo Yao, Wenli Yao, Dezhong Yao, Daqing Guo(*), Jun Wang, Shannon entropy and quantitative time irreversibility for different and even contradictory aspects of complex systems，Applied Physics Letters，116(1), 2020.01.
[9] Yan Cui, Jie Liu, Yan Luo, Shan He, Yang Xia, Yangsong Zhang, Dezhong Yao, Daqing Guo(*), Aberrant Connectivity During Pilocarpine-Induced Status Epilepticus, International Journal of Neural Systems, 30(5), 1950029, 2020.
[10] Zhuda Yang, Daqing Guo(*), Yangsong Zhang, Shengdun Wu, Dezhong Yao, Visual Evoked Response Modulation Occurs In A Complementary Manner Under Dynamic Circuit Framework， IEEE Transactions on Neural Systems and Rehabilitation Engineering，27(10), 2019.10.
[11] Daqing Guo(*), Dezhong Yao, Establishing the first theoretical basis of neuronal chimera states Comment on "Chimera states in neuronal networks: A review" by M. Perc et al, PHYSICS OF LIFE REVIEWS, 28: 122-124, 2019.03. (Editor invited comments)
[12] Daqing Guo(*), Matjaz Perc, Tiejun Liu, Dezhong Yao, Functional importance of noise in neuronal information processing, EPL, 124 (5), 50001, 2018.12. (Editor invited Perspective)
[13] Shengdun Wu(#), Yangsong Zhang(#), Yan Cui, Heng Li, Jiakang Wang, Lijun Guo, Yang Xia, Dezhong Yao, Peng Xu, Daqing Guo(*), Heterogeneity of synaptic input connectivity regulates spike-based neuronal avalanches, Neural Networks, 110: 91~103，2019.02.
[14] Yangsong Zhang(#), Erwei Yin(#), Fali Li, Yu Zhang, Toshihisa Tanaka, Qibin Zhao, Yan Cui, Peng Xu, Dezhong Yao, Daqing Guo(*), Two-stage frequency recognition method based on correlated component analysis for SSVEP-based BCI, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2018.6.18, 26(7): 1314~1323.
[15] Daqing Guo (*), Qingyun Wang, Matjaz Perc, Complex synchronous behavior in interneuronal networks with delayed inhibitory and fast electrical synapses, Physical Review E, 2012.6.7, 85(6): 061905 (引用170次)
[16] Daqing Guo, Chunguang Li(*), Self-sustained irregular activity in 2-D small-world networks of excitatory and inhibitory neurons, IEEE Transactions on Neural Networks, 2010.4.12, 21(6): 895~905.
[17] Mingming Chen(#), Daqing Guo(#)(*), Tiebin Wang, Wei Jing, Yang Xia, Peng Xu, Cheng Luo, Pedro A. Valdes-Sosa, Dezhong Yao(*), Bidirectional Control of Absence Seizures by the Basal Ganglia: A Computational Evidence, PLoS Computational Biology, 2014.3.13, 10(3): e1003495. (引用67次)
[18] Mingming Chen(#), Daqing Guo(#)(*), Min Li, Tao Ma, Shengdun Wu, Jingling Ma, Yan Cui, Yang Xia, Peng Xu, DezhongYao(*), Critical Roles of the Direct GABAergic Pallidocortical Pathway in Controlling Absence Seizures, PLoS Computational Biology, 2015.10.23, 11(10): e1004539.
[19] Yangsong Zhang, Daqing Guo(*), Fali Li, Erwei Yin, Yu Zhang, Peiyang Li, Qibin Zhao, Toshihisa Tanaka, Dezhong Yao(*), Peng Xu(*), Correlated Component Analysis for Enhancing the Performance of SSVEP-Based Brain-Computer Interface, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2018.4.13, 26(5): 948~956.
[20] Daqing Guo, Chunguang Li(*), Stochastic and coherence resonance in feed-forward-loop neuronal network motifs, Physical Review E, 2009.5.27, 79(5): 051921 (引用90次)
[21] Daqing Guo (*), Mingming Chen, Matjaz Perc, Shengdun Wu, Chuan Xia, Yangsong Zhang, Peng Xu, Yang Xia, Dezhong Yao, Firing regulation of fast-spiking interneurons by autaptic inhibition, EPL, 2016.5.24, 114(3): 30001 (引用77次)
[22] Daqing Guo (*), Shengdun Wu, Mingming Chen, Matjaz Perc, Yangsong Zhang, Jingling Ma, Yan Cui, Peng Xu, Yang Xia, Dezhong Yao, Regulation of irregular neuronal firing by autaptic transmission, Scientific Reports, 2016.5.17, 6: 26096 (引用73次)
[23] Daqing Guo (*), Matjaz Perc, Yangsong Zhang, Peng Xu, Dezhong Yao, Frequency-difference-dependent stochastic resonance in neural systems, Physical Review E, 2017.8.25, 96(2): 022415 (引用50次)
实验室照片:
教育经历
2000.9 -- 2004.7
电子科技大学 自动化 大学本科毕业 工学学士学位
2004.9 -- 2007.6
中国科学院研究生院 计算机应用技术 硕士研究生毕业 工学硕士学位
2007.9 -- 2011.6
电子科技大学 电路与系统 博士研究生毕业 工学博士学位
工作经历
2012.10 -- 至今
电子科技大学生命科学技术学院 副教授
