Bounds on the Number of Units for Comput
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Michel Cosnard; Pascal Koiran; Hélène Paugam-Moisy
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Article
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1994
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Elsevier Science
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English
⚖ 291 KB
Multilayer perceptrons can compute arbitrary dichotomies of a set of \(N\) points of \([0,1]^{d}\). The minimal size of such networks was studied by Baum (1988, J. Complexity 4, 193-215) using the parameter \(N\). In this paper, we show that this question can be addressed using another parameter, th