On a class of globally stable neural circuits

作者: E. Kaszkurewicz , A. Bhaya

DOI: 10.1109/81.269055

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摘要: The authors show that diagonal stability of the interconnection matrix leads to a simple proof existence, uniqueness, and global asymptotic equilibrium Hopfield-Tank neural circuit, without making some common restrictive assumptions used in earlier results. It is also shown same condition guarantees structural stability, which ensures desirable property persistence under general C/sup 1/ perturbations. >

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