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Domains of attraction of neural networks at finite temperature

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Published under licence by IOP Publishing Ltd
, , Citation G Nardulli and G Pasquariello 1991 J. Phys. A: Math. Gen. 24 1103 DOI 10.1088/0305-4470/24/5/024

0305-4470/24/5/1103

Abstract

The authors consider neural networks trained by the symmetric Edinburgh algorithm at finite temperature. They show that, while the introduction of the thermal noise affects the dynamics in a computable way, it does not change the domains of attraction of stored patterns.

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10.1088/0305-4470/24/5/024