Disappearance of Spurious States in Analog Associative Memories

Details Disappearance of Spurious States in Analog Associative Memories Disappearance of Spurious States in Analog Associative Memories

2003-02-03

arxiv.org/abs/cond-mat/0302029v1

Physics

Condensed Matter

Disordered Systems and Neural Networks

5 pages, 3 figures, accepted for publication in Phys Rev E

Scientific paper

10.1103/PhysRevE.67.041906

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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