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Abstract:
In this paper, a class of two-layer heteroassociative networks called bidirectional associative memory (BAM) networks with impulses is studied. Some new sufficient conditions are established for the existence and globally exponential stability of a unique equilibrium, which generalize and improve the previously known results. The sufficient conditions are easy to verify and when the impulsive jumps are absent the results reduce to those of the non-impulsive systems. The approaches are based on employing Banach's fixed point theorem, matrix theory and its spectral theory. Our results generalize and significantly improve the previous known results due to this method. Examples are given to show the feasibility and effectiveness of our results. (C) 2006 Elsevier Ltd. All rights reserved.
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Source :
CHAOS SOLITONS & FRACTALS
ISSN: 0960-0779
Year: 2008
Issue: 2
Volume: 37
Page: 588-597
2 . 9 8
JCR@2008
5 . 3 0 0
JCR@2023
ESI Discipline: PHYSICS;
JCR Journal Grade:1
Cited Count:
WoS CC Cited Count: 35
SCOPUS Cited Count: 42
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 0
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