Mean-field description and propagation of chaos in networks of Hodgkin-Huxley and FitzHugh-Nagumo neurons

We derive the mean-field equations arising as the limit of a network of interacting spiking neurons, as the number of neurons goes to infinity. The neurons belong to a fixed number of populations and are represented either by the Hodgkin-Huxley model or by one of its simplified version, the FitzHugh...

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Bibliographic Details
Main Authors: Baladron, Javier, Fasoli, Diego, Faugeras, Olivier, Touboul, Jonathan
Format: Online
Language:English
Published: Springer 2012
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3497713/