5822yh银河国际教授，博导，王宽诚青年学者，类脑相关重点项目首席科学家、智能重大专项专家。从事类脑研究，探索脑功能实现的生物神经机理、环路结构基础、递质调控效应，及类脑自主感认知、决策的理论模型及算法研发。担任Mathematical Biosciences and Engineering (MBE)副编辑，中国神经科学学会计算神经科学及神经工程专委会委员、中国自动化学会生物控制论与生物医学工程专委会委员、中国工业与应用数学学会复杂网络与复杂系统专业委员会委员。亚利桑那州立大学访问学者和助理研究学者（2012-2015），庆北国立大学访问学者（2010）。

1.**创新特区重点项目，****智能基础理论研究，2021/1-2022/12，在研，首席科学家

2.**创新特区项目，类脑智能****研究，2019/12-2021/12，在研，主持

3.国家自然科学基金面上项目，11975178，静息态脑功能网络的能量图景和动力学行为研究，2020/01-2023/12，在研，主持

4.科技创新2030—“脑科学与类脑研究”重大项目，基于神经可塑性的脉冲网络高效学习机制与类脑智能系统（脉冲神经网络的认知-学习机制与方法），2022/1-2025/12，在研，参与

5.中国航天科工集团第二研究院未来实验室联合基金项目，神经机制启发的快速应激决策技术，2022/1-2022/12，在研，主持

6.认知神经科学与学习国家重点实验室开放课题，CNLYB1802，神经调控的复杂系统方法，2019/01-2020/12，结题，主持

7.陕西省科技计划项目，2020JM-058，统计物理与复杂系统理论在神经调控中的应用研究，2020/01-2021/12，结题，主持

8.国家自然科学基金面上项目，11275003，复杂系统中的传输过程及流量涨落研究，2013/01-2016/12，结题，主持

9.国家自然科学基金国际合作交流项目，11191240051，市场微观结构研讨会：设计、效率及统计规律，2011/03-2011/09，结题，主持

10.国家自然科学基金青年项目，10905026，利用进化博弈论研究复杂系统中的传输及其优化问题，2010/01-2012/12，结题，主持

11.教育部博士点新教师基金项目，2009021112003，利用进化博弈动力学研究通信网络上的信息包传递问题，2010/01-2012/12，结题，主持

12.中国科学院近代物理研究所横向课题，201262011102482，重离子辐照下癌细胞蛋白质相互作用质谱数据以及相互作用网络研究，2012/11-2013/11，结题，主持

13.中国科学院近代物理研究所横向课题，2011620111000265，散裂靶流体力学并行算法开发，2011/05-2012/03，结题，主持

1.   C.-W. Su, L. Zheng, Y. Li, J. Wang*, Z.-G. Huang*, and Y.-C. Lai, Hysteresis in anesthesia and recovery: Experimental observation and dynamical mechanism, Phys. Rev. Research 2. 023289 (2020).

2.   C. Kong, Y.-X. Yao, Z.-T. Bing, B.-H. Guo, L. Huang, Z.-G. Huang*, Y.-C. Lai, Dynamical network analysis reveals key microRNAs in progressive stages of lung cancer, PLOS Computational Biology, 16(5)e1007793 (2020).

3.   Ya Chen, Xue Li, Richong Zhang, Z.-G. Huang; Ying-Cheng Lai, Instantaneous success and influence promotion in cyberspace - how do they occur? Physica A: Statistical Mechanics and Its Applications, 556: 0-124725 (2020).

4.   N. Yao, C.-W.Su, Y.-J. Li*, J. Wang, C.-S.Zhou, Z.-G. Huang*, Resting state dynamics of the default mode network in human brain, Acta Physica Sinica 69 (8): 080203 (2020).

5.   W.-M. Huang, L.-C. Cao, Q.-J. Chen, C.-W. Su, Y.-J. Li*, Z.-G. Huang*, Modelling and analysis of brain functional network, SCIENTIA SINICA Physica, Mechanica & Astronomica 50, 010506 (2020); doi: 10.1360/SSPMA2019-0149.

6.   Ya-Qin Dong, Fan Wang, Sheng-Jun Wang, Z.-G. Huang, Effects of refractory period on dynamical range in excitable networks, Chinese Physics B, 2019, 28(12): 0-128701.

7.   Xiaoqi Zhu, Youjun Li, Liang Zheng, Bixin Shao, Chenxi Li, Z.-G. Huang, Tian Liu, Jue Wang*, Multi-point temporal interference stimulation by using each electrode to carry different frequency currents, IEEE Access 7: 168839-168848 (2019) DOI: 10.1109/ACCESS. 2019. 2947857.

8.   L.-Z. Wang, Z.-D. Zhao, J.-J. Jiang, B.-H. Guo, X. Wang, Z.-G. Huang*, and Y.-C. Lai*, A model for meme popularity growth in social networking systems based on biological principle and human interest dynamics, Chaos 29, 023136 (2019)  (as Editor’s Pick).

9.   S.-P. Zhang, J.-Q. Dong, Li Liu, Z.-G. Huang*, L. Huang, Y.-C. Lai, Reinforcement learning meets minority game: Toward optimal resource allocation, Phys. Rev. E 99, 032302 (2019).

10. C.-W. Su, Z.-G. Huang*, W. Wang, J. Wang, X.-F. Wang, and Y.-C. Lai, Optimizing optimization: accurate detection of hidden interactions in active body systems from noisy data, Nonlinear Dyn. 96, 13-21 (2019), https://doi.org/10.1007/s11071-019-04769-1.

11. N. Yao, Z.-G. Huang*, H.-P. Ren, C. Grebogi, and Y.-C. Lai, Self-adaptation of chimera states, Phys. Rev. E 99, 010201 (R) (2019).

12. S.-P. Zhang, J.-Q. Zhang, Z.-G. Huang*, B.-H. Guo, Z.-X. Wu, Jue Wang, Collective behavior of artificial intelligence population: transition from optimization to game, Nonlinear Dyn. 95, 1627-1637 (2019), https://doi.org/10.1007/ s11071-018-4649-4.

13. Y.-X. Yao, Z.-T. Bing, L. Huang*, Z.-G. Huang*, Ying-Cheng Lai, A network approach to quantifying radiotherapy effect on cancer: radiosensitive gene group centrality, Journal of Theoretical Biology 462, 528-536 (2019).

14. J.-J. Jiang, Y.-Z. Chen, Z.-G. Huang, and Y.-C. Lai*, Evolutionary hypergame dynamics, Phys. Rev. E 98, 042305 (2018).

15. Youjun Li, Feng Feng, Pan Lin, Z.-G. Huang, Tian Liu, Bo Zhou, Hongxiang Yao, Liang Zheng, Chenxi Li, Pan Wang, Zengqiang Zhang, Yan'e Guo, Luning Wang, Ningyu An, Xiaoqi Zhu, Xi Zhang, Jue Wang*, Cognition-related white matter integrity dysfunction in Alzheimer's disease with diffusion tensor image, Brain Research BulletinCognition-related white matter integrity dysfunction in Alzheimer's disease with diffusion tensor image, Brain Research Bulletin 143, 207-216 (2018).

16. J.-Q. Dong, Z. Shen, Y. Zhang, Z.-G. Huang, L. Huang, and X. Chen, Finite-size scaling of clique percolation on two-dimensional Moore lattices, Phys. Rev. E 97, 052133 (2018).

17. J.-J. Jiang, Z.-G. Huang, T. P. Seager, W. Lin, C. Grebogi, A. Hastings, and Y.-C. Lai, Predicting tipping points in mutualistic networks through dimension reduction, Proceedings of the National Academy of Sciences (USA) 10.1073/pnas.1714958115 (2018).

18. L.-Z. Wang, R. Su, Z.-G. Huang, X. Wang, W.-X. Wang, C. Grebogi, and Y.-C. Lai, Control and controllability of nonlinear dynamical networks: a geometrical approach, Nature Communications 7: 11323 doi 10.1038/ncomms11323 (2016).

19. S.-P. Zhang, Z.-G. Huang*, J.-Q. Dong, D. Eisenberg, T. P. Seager, and Y.-C. Lai*, Optimization and resilience of complex supply-demand networks, New J. Phys. 17 063029 (2015) (*Corresponding Author).

20. Q. Chen, Z.-G. Huang*, Y. Wang, and Y.-C. Lai*, Multiagent model and mean field theory of complex auction dynamics, New J. Phys. 17 093003 (2015) (*Corresponding Author)

21. J.-T. Sun, S.-J. Wang, Z.-G. Huang*, L. Yang, Y. Do, and Y.-H. Wang*, Effect of information transmission on cooperative behavior. New J. Phys. 12, 063034 (2010) (*Corresponding Author).

22. J.-Q. Dong, Z.-G. Huang*, L. Huang, and Y.-C. Lai, Triple grouping and period-three oscillations in minority-game dynamics, Phys. Rev. E 90, 062917 (2014) (*Corresponding Author).

23. J.-Q. Zhang, Z.-G. Huang*, J.-Q. Dong, L. Huang, Y.-C. Lai, Controlling collective dynamics in complex minority-game resource-allocation systems. Phys. Rev. E 87, 052808 (2013) (*Corresponding Author).

24. Z. Zhou, Z.-G. Huang*, L. Huang, Y.-C. Lai, L. Yang, and D.-S. Xue*, Universality of flux-fluctuation law in complex dynamical systems, Phys. Rev. E 87, 012808(2013) (*Corresponding Author).

25. Y.-Z. Chen, Z.-G. Huang*, S.-J. Wang, Y. Zhang*, and Y.-H. Wang*, Diversity of rationality affects the evolution of cooperation, Phys. Rev. E 79, 055101(Rapid Communication) (2009) (*Corresponding Author).

26. J.-Q. Dong, Z.-G. Huang*, Z. Zhou, L. Huang, Z.-X. Wu, Y. Do, and Y.-H. Wang, Enhancing transport efficiency by hybrid routing strategy, Europhys. Lett. 99, 20007 (2012) (*Corresponding Author).

27. Z. Zhou, Z.-G. Huang*, L. Yang, D.-S. Xue*, and Y.-H. Wang, The effect of human rhythm on network traffic dynamics, J. Stat. Mech. P08001 (2010) (*Corresponding Author).

28. L. Zhao, X.-J. Ye, Z.-G. Huang*, J.-T. Sun, L. Yang, Y. Do, and Y.-H. Wang, Promotion of cooperation in the form of C0C1D, J. Stat. Mech. P08009 (2010) (*Corresponding Author).

29. Z.-G. Huang*, Z.-X. Wu, A.-C. Wu, L. Yang, and Y.-H. Wang*, Role of collective influence in promoting cooperation, Europhys. Lett. 84, 50008 (2008).

30. Z.-G. Huang*, S.-J. Wang, X.-J. Xu, and Y.-H. Wang*, Promote cooperation by localized small-world communications, Europhys. Lett. 81, 28001 (2008).

31. Z.-G. Huang, S.-J. Wang, X.-J. Xu, and Y.-H. Wang, Mobile agents affect worm spreading in wireless ad hoc networks, J. Stat. Mech. 9, 09005 (2009).

32. Z.-G. Huang, Z.-X. Wu, X.-J. Xu, J.-Y. Guan, and Y.-H. Wang*, Coevolutionary dynamics of network and game under birth-death and birth mechanisms, Eur. Phys. J. B 58, 493 (2007).

33. Z.-G. Huang, X.-J. Xu, Z.-X. Wu and Y.-H. Wang, Walks on Apollonian networks, Eur. Phys. J. B 51, 549 (2006).

电子邮箱：huangzg@xjtu.edu.cn

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