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Activity dynamics in nonlocal interacting neural fields.

Mihaela Enculescu·Michael Bestehorn
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Abstract

We study the activity of a synaptically coupled neuronal network consisting of an excitatory and an inhibitory layer with isotropic connections and nonlinear interactions. Using the mathematical model of Wilson and Cowan in two spatial dimensions, we first discuss a spatial hysteresis phenomenon. Then we analyze special traveling wave solutions with stationary shape. We establish existence conditions, derive analytic expressions of the particular solutions and their velocity, and finally present numerical simulations.

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Mihaela Enculescu, Michael Bestehorn. 2003-04-11. Activity dynamics in nonlocal interacting neural fields.. https://doi.org/10.1103/physreve.67.041904

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