学术报告

PDEs for neural assemblies; analysis, simulations and behavior but it could also be on tumor growth

   Distinguished Lecture Series in Mathematics 系列数学前沿学术讲座  

   报告题目:PDEs for neural assemblies; analysis, simulations and behavior but it could also be on tumor growth

    报告人:Prof. Benoit Perthame(Laboratoire J.-L. Lions, Sorbonne Universit'e)

    报告时间:2024年 9月2日(周一)10:30-11:30 

    报告地点:校本部教二727

    报告人简介:Benoit Perthame教授是法国科学院院士、欧洲科学院院士(Member of European Academy of Sciences)、欧洲人文和自然科学院院士(Member of Europaea Academia)、法国巴黎第六大学(UMPC)终身教授和巴黎第六大学Jacques-Louis Lions实验室主任,他是法国国家信息与自动化研究所(INRIA)合作者和风暴团队(Team Bang)创始人、欧洲科学院数学部主任。Benoit Perthame教授从事非线性偏微分方程及其应用的研究,包括双曲守恒律方程组、动理学方程、Hamilton-Jacob方程等,作出了多项有重要国际影响的创新成果,被国际顶尖期刊Journal of the American Mathematical Society,Inventiones Mathematicae,Communications on Pure & Applied Mathematics等接受发表。Benoit Perthame教授2023年依托yl9193永利官网申报获北京科学技术奖国际合作中关村奖,曾先后应邀在国际数学家大会(ICM)上做1小时大会邀请报告(2014年)和45分钟邀请报告(1994年)、在国际工业与应用数学联合会(ICIAM)上做大会邀请报告(2011年),曾获“法国科学院INRIA大奖”(2015年)和“欧洲科学院Blaise Pascal奖”(2013年)。此外,他曾担任多个国际知名杂志(如SIAM J. Analysis, CPDE等)的编委,也是Springer、Birkhauser 图书系列等的主编。

    摘要:Neurons exchange information via discharges propagated by membrane potential which trigger firing of the many connected neurons. How to describe large assemblies of such neurons? How can such a network generate a collective activity?

Such questions can be tackled using nonlinear partial-integro-differential equations which are classically used to describe neuronal assemblies. Among them, the Wilson-Cowan equations are the best known and describe globally brain spiking rates. Another classical model is the integrate-and-fire equation based on Fokker-Planck equations. The spike times distribution, which encodes more directly the neuronal information, can also be described directly thanks to structured population.

We will compare and analyze these models. A striking observation is that solutions to the I\&F can blow-up in finite time, a form of synchronization that can be regularized with a refractory stage. We can also show that for small or large connectivities the 'elapsed time model' leads to desynchronization. For intermediate regimes, sustained periodic activity occurs compatible with observations. A common tool is the use of the relative entropy method.

举办单位:yl9193永利官网、交叉科学研究院

          北京国家应用数学中心、北京成像理论与技术高精尖创新中心  

          光场成像与数字几何北京市重点实验室    

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