Optimal capacity of graded-response perceptrons

D. Bollé, Reimer Kühn, Jort van Mourik · Journal of Physics A Mathematical and General · 1993

Optimal capacities of perceptrons with graded input-output relations are computed within the Gardner approach (1988). The influence of desired output precision, stability with respect to input errors, and output-pattern statistics are analysed and discussed.

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