Hawkes Processes with Variable Length Memory: Existence, Inference and Application to Neuronal Activity

Sacha Quayle, Anna Bonnet, Maxime Sangnier

Multivariate Hawkes processes are past-dependant point processes originally introduced to model excitation effects, later extended to a nonlinear framework to account for the oppos…