The number of metastable states in the generalized random orthogonal model

Details The number of metastable states in the generalized random orthogonal model The number of metastable states in the generalized random orthogonal model

2002-12-11

arxiv.org/abs/cond-mat/0212246v1

J. Phys. A 36, 3935 (2003)

Physics

Condensed Matter

Disordered Systems and Neural Networks

12 pages, 4 EPS figures

Scientific paper

10.1088/0305-4470/36/14/301

We calculate the number of metastable states in the generalized random orthogonal model. The results obtained are verified by exact numerical enumeration for small systems sizes but taking into account finite size effects. These results are compared with those for Hopfield model in order to examine the effect of strict orthonormality of neural network patterns on the number of metastable states.

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