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Disappearance of Spurious States in Analog Associative Memories

Yasser Roudi·Alessandro Treves
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Abstract

We show that symmetric n-mixture states, when they exist, are almost never stable in autoassociative networks with threshold-linear units. Only with a binary coding scheme we could find a limited region of the parameter space in which either 2-mixtures or 3-mixtures are stable attractors of the dynamics.

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Yasser Roudi, Alessandro Treves. 2003-02-03. Disappearance of Spurious States in Analog Associative Memories. https://doi.org/10.1103/physreve.67.041906

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