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Journal of Automation and Information Sciences
SJR: 0.238 SNIP: 0.464 CiteScore™: 0.27

ISSN 印刷: 1064-2315
ISSN オンライン: 2163-9337

巻:
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Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v50.i1.20
pages 20-38

Investigating Dynamics of One Weakly Nonlinear System with Delay Argument

Denis Ya. Khusainov
Kiev National Taras Shevchenko University, Kiev
Jozef Diblik
University of Technology, CEITEC, Brno (Czech Republic)
Jaromir Bashtinec
University of Technology, CEITEC, Brno (Czech Republic)
Andrey V. Shatyrko
Kiev National Taras Shevchenko University, Ukraine

要約

A mathematical model of neural network dynamics represented by a system of differential equations with time-delay argument and an asymptotically stable linear part is considered. Using Lyapunov direct method sufficient conditions for asymptotic stability are obtained and exponential estimates of solutions decay are constructed. The results are formulated in the form of matrix algebraic inequalities (using LMI).


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