Event-driven simulations of nonlinear integrate-and-fire neurons
Résumé
Event-driven strategies have been used to simulate spiking neural networks exactly. Previou work is limited to linear integrate-and-fire neurons. In this note we extend event driven schemes to a class of nonlinear integrate-and-fire models. Results are presented for the quadratic integrate-and-fire model with instantaneous or exponential synaptic currents. Extensions to conductance-based currents and exponential integrate-and-fire neurons are discussed.
Domaines
Réseau de neurones [cs.NE]
Origine : Fichiers produits par l'(les) auteur(s)
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