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20152025
most citedModeling networks of spiking neurons as interacting processes with memory of variable length

9 citations · 9 across the 3 of their papers we have counts for

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7 papers · 1 filter

math.PR2025

Nonparametric estimation of the jump rate in mean field interacting systems of neurons

Aline Duarte, Kadmo Laxa, Eva Löcherbach +1

We consider finite systems of interacting neurons described by non-linear Hawkes processes in a mean field frame. Neurons are described by their membrane potential. They spike…

math.PR2024

Propagation of chaos and phase transition in a stochastic model for a social network

Eva Löcherbach, Kádmo Laxa

We consider a model for a social network with N interacting social actors. This model is a system of interacting marked point processes in which each point process indicates the su…

math.PR2024

Strong propagation of chaos for systems of interacting particles with nearly stable jumps

Eva Löcherbach, Dasha Loukianova, Elisa Marini

We consider a system of interacting particles, described by SDEs driven by Poisson random measures, where the coefficients depend on the empirical measure of the system. Every…

math.PR2023

Mean field limits of interacting particle systems with positive stable jumps

Dasha Loukianova, Eva Löcherbach

This note is a companion article to the recent paper Löcherbach, Loukianova, Marini (2024). We consider mean field systems of interacting particles. Each particle jumps with a jump…

math.PR2021

White-noise driven conditional McKean-Vlasov limits for systems of particles with simultaneous and random jumps

Xavier Erny, Eva Löcherbach, Dasha Loukianova

We study the convergence of particle systems described by SDEs driven by Brownian motion and Poisson random measure, where the coefficients depend on the empirical measure of t…

math.PR2020

On decay-surge population models

Branda Goncalves, Thierry Huillet, Eva Löcherbach

We consider continuous space-time decay-surge population models which are semi- stochastic processes for which deterministically declining populations, bound to fade away, are rein…