From the 1 of 3 linked papers with an AI index.
3 papers
A stochastic Fokker--Planck equation for the mean-field limit of a population of noisy integrate-and-fire neurons
Ben Hambly, Aldaïr Petronilia, Christoph Reisinger +1
The paper derives a stochastic Fokker‑Planck equation describing the membrane potential density of a large population of excitatory integrate‑and‑fire neurons with common noise, pr…
Probabilistic estimates for a system of noisy integrate-and-fire neurons
Ben Hambly, Aldaïr Petronilia, Christoph Reisinger +1
In this note, we establish various probabilistic estimates for an interacting particle system that describes the evolution of the membrane potentials in a network of excitatory int…
Contagious McKean--Vlasov problems with common noise: from smooth to singular feedback through hitting times
Ben Hambly, Aldaïr Petronilia, Christoph Reisinger +2
We consider a family of McKean--Vlasov equations arising as the large particle limit of a system of interacting particles on the positive half-line with common noise and feedback.…