Closed-form modeling of neuronal spike train statistics using multivariate Hawkes cumulants.
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DOI: 10.1103/physreve.106.054410
Abstract: We derive exact analytical expressions for the cumulants of any orders of neuronal membrane potentials driven by spike trains in a multivariate Hawkes process model with excitation and inhibition. Such expressions can be used for… read more here.
Keywords: form modeling; multivariate hawkes; modeling neuronal; spike train ... See more keywords