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…