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arxiv: math-ph/0612006 · v1 · pith:PDQ7M3Z6new · submitted 2006-12-01 · 🧮 math-ph · math.MP· math.ST· stat.TH

Stability of the dynamics of an asymmetric neural network

classification 🧮 math-ph math.MPmath.STstat.TH
keywords stabilitydynamicsnetworkaproachasymmetricbehaviorconditionsdeveloped
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We study the stability of the dynamics of a network of n neurons intercting linearly through a random gaussian matrix of excitatory and inhibitory type. Using the aproach developed in a previous paper we show some interesting properties of the dynamic of this system for large values of n. We got sufficient conditions for getting diverging synchronized behavior or stability.

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