Periodic Solutions of BAM Neural Networks with Continuously Distributed Delays in the Leakage Terms

Name: Periodic Solutions of BAM Neural Networks with Continuously Distributed Delays in the Leakage Terms
Creator: Yanli Xu
Keywords: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 0101 mathematics, 16. Peace & justice, 01 natural sciences

descriptionPublicationkeyboard_double_arrow_right Article 11 Mar 2014 English Publisher:Springer Science and Business Media LLCJournal:Neural Processing Letters, volume 41, pages 293-307 (issn: 1370-4621, eissn: 1573-773X,

Authors: Yanli Xu;

doi: 10.1007/s11063-014-9346-9

Periodic Solutions of BAM Neural Networks with Continuously Distributed Delays in the Leakage Terms

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Abstract

This paper concerns with bidirectional associative memory neural network model with continuously distributed leakage delays. By applying Lyapunov functional method and differential inequality techniques, we establish some sufficient conditions for the existence and exponential stability of periodic solutions for the model, which complement with some recent ones. Moreover, an example and its numerical simulation are given to support the theoretical results.

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