Correlated patterns in non-monotonic graded-response perceptrons

Details Correlated patterns in non-monotonic graded-response perceptrons Correlated patterns in non-monotonic graded-response perceptrons

1999-07-26

arxiv.org/abs/cond-mat/9907392v1

Physics

Condensed Matter

Disordered Systems and Neural Networks

4 pages, 4 figures

Scientific paper

10.1103/PhysRevE.61.6027

The optimal capacity of graded-response perceptrons storing biased and
spatially correlated patterns with non-monotonic input-output relations is
studied. It is shown that only the structure of the output patterns is
important for the overall performance of the perceptrons.

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