Journal
CHAOS SOLITONS & FRACTALS
Volume 107, Issue -, Pages 111-127Publisher
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.chaos.2017.12.022
Keywords
Pseudo almost periodic solution; Bidirectional associative memory (BAM) neural networks; Mixed delays; Leakage terms; Global exponential stability
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In this paper, bidirectional associative memory (BAM) neural networks with time-varying delays in leakage terms are investigated. A set of sufficient conditions are obtained for the existence and the exponential stability of pseudo almost periodic solutions for this class of neural networks by applying Banach's fixed point theorems, and differential inequality techniques. Finally, we present a numerical example and simulation to illustrate the effectiveness of the theoretical results. We extend and improve previously know results. (C) 2017 Elsevier Ltd. All rights reserved.
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