Title of article
Global exponential stability of high-order Hopfield-type neural networks with S-type distributed time delays
Author/Authors
Wang، نويسنده , , Yangfan and Lu، نويسنده , , Chunge and Ji، نويسنده , , Guangrong and Wang، نويسنده , , Linshan، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2011
Pages
7
From page
3319
To page
3325
Abstract
This paper studies the problems of global exponential stability of high-order Hopfield-type neural networks with s-type distributed time delays. By using the topological degree theory and differential inequality technique, we prove existence of the equilibrium point and global existence of the solutions. We obtain some sufficient conditions on global exponential stability in terms of intercept equation, which are easily verifiable and have a wider adaptive. An example is also discussed to illustrate our results.
Keywords
Global exponential stability , s-type distributed time delays , High-order Hopfield-type neural networks
Journal title
Communications in Nonlinear Science and Numerical Simulation
Serial Year
2011
Journal title
Communications in Nonlinear Science and Numerical Simulation
Record number
1536231
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