DocumentCode :
1402593
Title :
A new sufficient condition for nonsymmetric CNNs to have a stable equilibrium point
Author :
Takahashi, Norikazu ; Chua, Leon O.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA
Volume :
44
Issue :
11
fYear :
1997
fDate :
11/1/1997 12:00:00 AM
Firstpage :
1092
Lastpage :
1095
Abstract :
This letter gives a new sufficient condition for nonsymmetric CNNs to have at least one stable equilibrium point. Existence of a stable equilibrium point is important for nonsymmetric CNNs because it is a necessary condition for complete stability. It is shown that our sufficient condition is a generalization of a previous result concerning the existence of a stable equilibrium point, and that it can easily be applied to space invariant CNNs with a 3×3 neighborhood
Keywords :
absolute stability; cellular neural nets; matrix algebra; stability criteria; 3×3 neighborhood; complete stability; feedback template; nonsymmetric CNNs; space invariant CNN; stable equilibrium point; state equation; sufficient condition; Cellular neural networks; Chaos; Circuit stability; Circuit theory; Control systems; Laboratories; Linear systems; Nonlinear circuits; Nonlinear control systems; Sufficient conditions;
fLanguage :
English
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7122
Type :
jour
DOI :
10.1109/81.641777
Filename :
641777
Link To Document :
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