A copulas approach to neuronal networks models.
Journal of Physiology-paris(2010)
摘要
Simultaneous recordings from groups of neurons request to improve models. To switch from single unit description to multivariate models describing the coding activity of two or more neurons, we propose to use the copula notion. This mathematical object catches the coupling properties and allows a mathematical description of the dependencies between two or more random variables. Its use is here illustrated by means of toy examples and further applications are discussed.
更多查看译文
关键词
Stochastic neuronal models,Copula function,Spike train analysis
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络