Literature DB >> 12786395

Disappearance of spurious states in analog associative memories.

Yasser Roudi1, Alessandro Treves.   

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-mixture or 3-mixture states are stable attractors of the dynamics.

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Year:  2003        PMID: 12786395     DOI: 10.1103/PhysRevE.67.041906

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  2 in total

1.  Holding multiple items in short term memory: a neural mechanism.

Authors:  Edmund T Rolls; Laura Dempere-Marco; Gustavo Deco
Journal:  PLoS One       Date:  2013-04-16       Impact factor: 3.240

2.  Representing where along with what information in a model of a cortical patch.

Authors:  Yasser Roudi; Alessandro Treves
Journal:  PLoS Comput Biol       Date:  2008-03-21       Impact factor: 4.475

  2 in total

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