Journal
NEUROCOMPUTING
Volume 148, Issue -, Pages 445-454Publisher
ELSEVIER SCIENCE BV
DOI: 10.1016/j.neucom.2014.07.020
Keywords
Neutral type cellular neural networks; Pseudo almost periodic solution; Exponential stability; Continuously distributed leakage delay
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Funding
- construct program of the key discipline in Hunan province
- Scientific Research Fund of Hunan Provincial Natural Science Foundation of PR China [11JJ6006]
- Natural Scientific Research Fund of Hunan Provincial Education Department of PR China [11C0916, 11C0915]
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This paper is concerned with a new generalized neutral type cellular neural network model with continuously distributed leakage delays. Some criteria are established for the existence and global exponential stability of pseudo almost periodic solutions for this model by using the exponential dichotomy theory, contraction mapping fixed point theorem and inequality analysis technique. Moreover, an example and its numerical simulation are employed to illustrate the main results. (C) 2014 Elsevier B.V. All rights reserved.
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