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arxiv: cond-mat/0302029 · v1 · submitted 2003-02-03 · ❄️ cond-mat.dis-nn

Disappearance of Spurious States in Analog Associative Memories

classification ❄️ cond-mat.dis-nn
keywords mixturesstablestatesalmostanalogassociativeattractorsautoassociative
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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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