Dynamics and Synchronization of Boundary Coupled FitzHugh-Nagumo Neural Networks
Analysis of PDEs
2020-06-01 v2
Abstract
In this work a new mathematical model for complex neural networks is presented by the partly diffusive FitzHugh-Nagumo equations with ensemble boundary coupling. We analyze the dissipative dynamics and boundary coupling dynamics of the solution semiflow with sharp estimates. The exponential synchronization of this kind complex neural networks is proved under the condition that synaptic stimulation signal strength reaches a threshold quantitatively expressed.
Keywords
Cite
@article{arxiv.2005.05394,
title = {Dynamics and Synchronization of Boundary Coupled FitzHugh-Nagumo Neural Networks},
author = {Leslaw Skrzypek and Yuncheng You},
journal= {arXiv preprint arXiv:2005.05394},
year = {2020}
}
Comments
arXiv admin note: text overlap with arXiv:2004.09988