More relaxed condition for dynamics of discrete time delayed Hopfield neural networks |
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| Authors: | Zhang Qiang |
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| Affiliation: | Liaoning Key Laboratory of Intelligent Information
Processing,
Dalian University, Dalian 116622, China |
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| Abstract: | The dynamics of discrete time delayed Hopfield neural networks is
investigated. By using a difference inequality combining with the
linear matrix inequality, a sufficient condition ensuring global
exponential stability of the unique equilibrium point of the
networks is found. The result obtained holds not only for constant
delay but also for time-varying delays. |
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| Keywords: | discrete time delayed Hopfield
neural networks difference inequality |
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