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A Remark on a Class of Stability Conditions for Neural Networks
Xue-Bin LIANG Toru YAMAGUCHI
IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/07/25
Print ISSN: 0916-8532
Type of Manuscript: LETTER
Category: Bio-Cybernetics and Neurocomputing
neural networks, absolute stability, sufficient conditions,
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This letter points out that while a class of conditions presented in Matsuoka K.  are truly sufficient for absolute stability of neural networks, the proof of the sufficiency given in  is not sound. As a remark, a mathematically rigorous proof of the sufficiency of the class of conditions for absolute stability of neural networks is provided.