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The Existence Of The Equilibrium Point Of The Higher Order Cohen-grossberg Neural Network With Time-varying Distributed Delay And Stability Analysis

Posted on:2008-02-07Degree:MasterType:Thesis
Country:ChinaCandidate:Y LiuFull Text:PDF
GTID:2208360275991369Subject:Applied Mathematics
Abstract/Summary:PDF Full Text Request
This paper discusses a class of higher-order Cohen-Grossberg neural networks with variable and distributed delays and their stability. Many works have been done on higher-orderlower-oder hopfield neural networks, which is one special class of higher-order Cohen-Grossberg neural networks. With variable and distributed delays,the result of the model in this paper can be used in a large class of Cohen-Grossberg and hopfield and CNN neural networksThis paper is organized in the following wayIn chapter 1, the build of this model and the development of neural networks are introducedIn chapter 2, some preliminaris and definitions are given,and Comparison of varias resultsIn chapter 3, the lemmas and main theorem are discussed .Conditions of the stability of Cohen-Grossberg neural networks with variable and distributed delays are givenIn chapter 4, Existence and stability of periodic solution analysis with similar methods...
Keywords/Search Tags:neural networks, Cohen-Grossberg, variable and distributed delays, exponential stability, higher-order
PDF Full Text Request
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