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Convergence analysis of a class of simplified background neural networks with two subnetworks

✍ Scribed by Fang Xu; Zhang Yi


Book ID
113816823
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
366 KB
Volume
74
Category
Article
ISSN
0925-2312

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We consider a class of systems of differential equations in Nn which exhibits convergent dynamics. We find a Lyapunov function and show that every bounded trajectory converges to the set of equilibria. Our result generalizes the results of Cohen and Grossberg (1983) for convergent neural networks. I