Exponential Stability of Hopfield Neural Network with Impulses

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Saramad, Neda | 2011

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Type of Document: M.Sc. Thesis
Language: Farsi
Document No: 42355 (02)
University: Sharif University of Technology
Department: Mathematical Sciences
Advisor(s): Hesaraki, Mahmoud
Abstract:
In this paper, the Hopfield neural network models have investigated. Also the similar model with time -varying delays and constant coefficients has considered and with establishing some criterions, existence solution and it's exponential stability of the solution is investigated. Moreover, some special conditions for exponential stability by impulses and exponential stability by periodic impulses are obtained
Keywords:
Time Variable Delay ; Impulse Control ; Periodic Solution ; Lyapunov Function ; Hopfield Nearal Network

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