4.6 Article

Weighted pseudo-almost periodic delayed cellular neural networks

Journal

NEURAL COMPUTING & APPLICATIONS
Volume 30, Issue 8, Pages 2453-2458

Publisher

SPRINGER LONDON LTD
DOI: 10.1007/s00521-016-2820-8

Keywords

Cellular neural networks; Weighted pseudo-almost periodic function; Exponential stability; Mixed delay; 34C25; 34K13

Funding

  1. Scientific Research Foundation of Hunan Provincial Education Department [13A093]
  2. Twelfth five-year education scientific planning project of Hunan province [XJK014CGD084]

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This paper investigates a class of non-autonomous cellular neural networks with mixed delays. Based on the basic theory of the weighted pseudo-almost periodic functions, several sufficient conditions are established to ensure that every solution of the addressed model exponentially tends to a weighted pseudo-almost periodic solution as t -> +infinity, which generalize some existing ones. In particular, some numerical examples are also given.

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