Exact solution for on-line learning in multilayer neural networks

David Saad*, Sara A. Solla

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

110 Scopus citations

Abstract

We present an analytic solution to the problem of on-line gradient-descent learning for two-layer neural networks with an arbitrary number of hidden units in both teacher and student networks.

Original languageEnglish (US)
Pages (from-to)4337-4340
Number of pages4
JournalPhysical Review Letters
Volume74
Issue number21
DOIs
StatePublished - Jan 1 1995

ASJC Scopus subject areas

  • Physics and Astronomy(all)

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