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A new sufficient condition for nonsymmetric CNNs to have a stable equilibrium point

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2 Author(s)
N. Takahashi ; Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA ; L. O. Chua

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

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IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications  (Volume:44 ,  Issue: 11 )