Propagation of spiking moments in linear Hawkes networks

18 Sep 2018Matthieu GilsonJean-Pascal Pfister

The present paper provides exact mathematical expressions for the high-order moments of spiking activity in a recurrently-connected network of linear Hawkes processes. It extends previous studies that have explored the case of a (linear) Hawkes network driven by deterministic intensity functions to the case of a stimulation by external inputs (rate functions or spike trains) with arbitrary correlation structure... (read more)

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