Correlated patterns in nonmonotonic graded-response perceptrons

D. Bollé, Toni Verbeiren · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2000

The optimal capacity of graded-response perceptrons storing biased and spatially correlated patterns with nonmonotonic 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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