4.5 Article

Exponential Stability of Weighted Pseudo Almost Periodic Solutions for HCNNs with Mixed Delays

Journal

NEURAL PROCESSING LETTERS
Volume 46, Issue 2, Pages 507-519

Publisher

SPRINGER
DOI: 10.1007/s11063-017-9595-5

Keywords

High-order cellular neural networks; Weighted pseudo almost periodic solution; Exponential stability; Mixed delay

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 deals with a class of high-order cellular neural networks with mixed delays. By using fixed point theorem and differential inequality technique, several sufficient conditions for the existence and exponential stability of weighted pseudo almost periodic solutions for the addressed model are established. Moreover, an example with its numerical simulation is given to demonstrate the effectiveness and improvements of the proposed results.

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