Generalization in multi-layer networks of Sigma-pi units

W D Penny, T J Stonham

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1 Citation (Scopus)


This paper investigates a method for predicting the generalization error that a multi-layer network of Sigma-pi units will, on average, exhibit. Theoretical values are compared with those obtained by the computer simulation of small networks learning parity and contiguity functions.

Original languageEnglish
Pages (from-to)506-508
Number of pages3
JournalIEEE Transactions on Neural Networks
Issue number2
Publication statusPublished - 1995

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