Mean-field limits for non-linear Hawkes processes with excitation and inhibition

Peter Pfaffelhuber, Stefan Rotter, Jakob Stiefel

We study a multivariate, non-linear Hawkes process $Z^N$ on the complete graph with $N$ nodes. Each vertex is either excitatory (probability $p$) or inhibitory (probability $1-p$).…