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

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• 作者：Yanli Xu (1)
  
  1. Department of Mathematics ; Xiangnan College ; Chenzhou聽 ; 423000 ; Hunan ; People鈥檚 Republic of China
  
• 关键词：Bidirectional associative memory ; Neural network ; Continuously distributed delay ; Leakage term ; Periodic solution ; 34B15 ; 34B16 ; 34C25
• 刊名：Neural Processing Letters
• 出版年：2015
• 出版时间：April 2015
• 年：2015
• 卷：41
• 期：2
• 页码：293-307
• 全文大小：234 KB
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  2. Kosok, B (1992) Neural networks and fuzzy systems. Prentice-Hall, New Delhi
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• 刊物类别：Physics and Astronomy
• 刊物主题：Physics
  Complexity
  Artificial Intelligence and Robotics
  Electronic and Computer Engineering
  Operation Research and Decision Theory
  
• 出版者：Springer Netherlands
• ISSN：1573-773X

文摘

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.