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math.ST2026
LAN property for the parameter of the jump rate in mean field interacting systems of neurons
Aline Duarte, Dasha Loukianova, Aurélien Velleret
In the context of a large system of neurons interacting through spike events in a mean-field regime as , we characterize the estimation of a multidimensional param…
math.ST2016★ 12 cited
Estimating the interaction graph of stochastic neural dynamics
A. Duarte, A. Galves, E. Löcherbach +1
In this paper we address the question of statistical model selection for a class of stochastic models of biological neural nets. Models in this class are systems of interacting cha…