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Correlated patterns in nonmonotonic graded-response perceptrons
Abstract:
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.