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Comments on "Necessary and sufficient condition for absolute stability of neural networks"

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2 Author(s)
Kaszkurewicz, E. ; Dept. of Electr. Eng., Univ. Federal do Rio de Janeiro, Brazil ; Bhaya, Amit

This letter points out that a Liapunov function used by the present authors in an earlier publication on absolute and structural stability of neural circuits easily proves a stronger version of the sufficient part of the result contained in the paper by Forti, Manetti and Marini (1994) as well as in a subsequent publication. Comments are made on the set of interconnection matrices that determine necessary and sufficient conditions for absolute stability of the class of neural circuits considered and as a consequence a conjecture is formulated.<>

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Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on  (Volume:42 ,  Issue: 8 )