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math.PR2022
Global solutions with infinitely many blowups in a mean-field neural network
Lorenzo Sadun, Thibaud Taillefumier
We recently introduced idealized mean-field models for networks of integrate-and-fire neurons with impulse-like interactions -- the so-called delayed Poissonian mean-field models.…
math.PR2022
Characterization of blowups via time change in a mean-field neural network
Thibaud Taillefumier, Phillip Whitman
Idealized networks of integrate-and-fire neurons with impulse-like interactions obey McKean-Vlasov diffusion equations in the mean-field limit. These equations are prone to blowups…