Research Interests | Computational neuroscience and brain-inspired intelligence, Neural data analysis, Neuromorphic engineering FOR POTENTIAL STUDENTS AND POSTDOCS |
Biography | I am currently a Full Professor at school of life science and technology, University of Electronic Science and Technology of China (UESTC). I obtained a Master degree in Computer Science from the University of Chinese Academy of Sciences, and a Ph.D. degree in Circuits and Systems from the University of Electronic Science and Technology of China. I had several years of visiting research experiences in Zhejiang University in the past, and received my postdoc training at the Computational Neuroscience Unit (Erik De Schutter’s Lab), Okinawa Institute of Science and Technology. My current research interests include computational neuroscience and brain-inspired intelligence, neural data analysis, and neuromorphic engineering. PROFESSIONAL POSITIONS
Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, UESTC
Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, UESTC
Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, UESTC
Computational Neuroscience Unit, Okinawa Institute of Science and Technology (OIST), Japan. Supervisor: Prof. Erik De Schutter EDUCATION
Advisor: Prof. Chunguang Li
M.S. in Computer Science Thesis: The Study and Improvement of Particle Swarm Optimization (Grade: excellent) Advisor: Prof. Yingfan Li
B.S. both in Automation and in Computer Science |
Selected Publications | [1] 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. (IF=4.604, JCR Q1) [2] 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. (IF=6.4, JCR Q1) [3] 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. (IF=3.478, JCR Q1) [4] 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. (Editor invited comments, IF=11.045, JCR Q1) [5] Daqing Guo(*), Matjaz Perc, Tiejun Liu, Dezhong Yao, Functional importance of noise in neuronal information processing, EPL, 124 (5), 50001, 2018. (Editor invited Perspective, IF=1.886, JCR Q2) [6] 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. (IF=5.785, JCR Q1) [7] 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, 26(7): 1314~1323, 2018. (IF=3.478, JCR Q1) [8] Daqing Guo (*), Qingyun Wang, Matjaz Perc, Complex synchronous behavior in interneuronal networks with delayed inhibitory and fast electrical synapses, Physical Review E, 85(6): 061905, 2012. (IF=2.358, 161 citations, JCR Q1) [9] Daqing Guo, Chunguang Li(*), Self-sustained irregular activity in 2-D small-world networks of excitatory and inhibitory neurons, IEEE Transactions on Neural Networks, 21(6): 895~905, 2010. (IF=11.683, JCR Q1) [10] 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, 10(3): e1003495, 2014. (IF=4.428, JCR Q1) [11] 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, 11(10): e1004539, 2015. (IF=4.428, JCR Q1) [12] 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, 26(5): 948~956, 2018. (IF=3.478, JCR Q1) [13] Daqing Guo, Chunguang Li(*), Stochastic and coherence resonance in feed-forward-loop neuronal network motifs, Physical Review E, 79(5): 051921, 2009. (IF=2.358, 81 citations, JCR Q1) [14] 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, 114(3): 30001, 2016. (IF=1.886, 68 citations, JCR Q2) [15] 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, 6: 26096, 2016. (IF=4.011, 65 citations, JCR Q1) [16] Daqing Guo (*), Matjaz Perc, Yangsong Zhang, Peng Xu, Dezhong Yao, Frequency-difference-dependent stochastic resonance in neural systems, Physical Review E, 96(2): 022415, 2017. (IF=2.358, 39 citations, JCR Q1) For more publications, please see my CV or Google Scholar |