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...
Main Authors: | , , , |
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Format: | Online |
Language: | English |
Published: |
Springer
2012
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Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3497713/ |