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Equilibrium analysis of non-symmetric CNNs

✍ Scribed by Arik, Sabri; Tavsanoglu, Vedat

Publisher
John Wiley and Sons
Year
1996
Tongue
English
Weight
325 KB
Volume
24
Category
Article
ISSN
0098-9886

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✦ Synopsis

Two useful results concerning the equilibrium analysis of non-symmetric cellular neural networks (CNNs) are presented. First a new sufficient condition ensuring the existence of a stable equilibrium point in the total saturation region is given. Then another condition which guarantees the uniqueness and global asymptotic stability of the equilibrium point is obtained.

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