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Computational Neuroscience

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[8] Zhi-Qin John Xu, Xiaowei Gu, Chengyu Li, David Cai, Douglas Zhou*, David W. McLaughlin*. Neural networks of different species, brain areas and states can be characterized by the probability polling state, European Journal of Neuroscience (2020). pdf, and in web

[7] Zhi-Qin John Xu, Douglas Zhou, David Cai, Swift Two-sample Test on High-dimensional Neural Spiking Data, arxiv preprint 1811.12314, (2018). (Europhysics Letters) pdf, and in web

[6] Zhi-Qin John Xu* , Fang Xu, Guoqiang Bi, Douglas Zhou*, David Cai, A Cautionary Tale of Entropic Criteria in Assessing the Validity of Maximum Entropy Principle, (2018). (Europhysics Letters) pdf, and in web

[5] Zhi-Qin John Xu, Jennifer Crodelle, Douglas Zhou*, David Cai, Maximum Entropy Principle Analysis in Network Systems with Short-time Recordings, Physical Review E, DOI: 10.1103/PhysRevE.99.022409, (2019). pdf, and in web

[4] Zhi-Qin John Xu* , Douglas Zhou*, David Cai, Dynamical and Coupling Structure of Pulse-Coupled Networks in Maximum Entropy Analysis, Entropy 2019, 21(1). pdf, and in web

[3] Zhi-Qin John Xu, Guoqiang Bi, Douglas Zhou*, and David Cai*, A dynamical state underlying the second order maximum entropy principle in neuronal networks, Communications in Mathematical Sciences, 15 (2017), pp. 665–692. pdf, and in web

[2] Douglas Zhou, Yanyang Xiao, Yaoyu Zhang, Zhiqin Xu, and David Cai*, Granger causality network reconstruction of conductance-based integrate-and-fire neuronal systems, PloS one, 9 (2014). pdf, and in web

[1] Douglas Zhou, Yanyang Xiao, Yaoyu Zhang, Zhiqin Xu, and David Cai*, Causal and structural connectivity of pulse-coupled nonlinear networks, Physical review letters, 111 (2013), p. 054102, pdf, and in web