Correlated patterns in non-monotonic graded-response perceptrons
classification
❄️ cond-mat.dis-nn
cond-mat.stat-mech
keywords
patternsperceptronscorrelatedgraded-responsenon-monotonicbiasedcapacityimportant
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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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