Path: utzoo!utgpu!news-server.csri.toronto.edu!rutgers!usc!samsung!rex!uflorida!reef.cis.ufl.edu!zt From: zt@reef.cis.ufl.edu (Zaiyong Tang) Newsgroups: comp.ai.neural-nets Subject: Back-Propagation Convergence Message-ID: <26115@uflorida.cis.ufl.EDU> Date: 31 Dec 90 05:41:01 GMT References: <8589@uwm.edu> Sender: news@uflorida.cis.ufl.EDU Organization: UF CIS Dept. Lines: 11 Any one knows any proof of Back-Propagation convergence? Hecht-Nielsen has a proof for batch (epoch) training. Convergence is achieved when the sample size goes to infinity. (See Neurocomputing by Hecht-Nielsen, Addison-Wesley Publishing Company, p.133) He mentioned that Morris Hirsch provided similar proof for interactive (pattern) training. Could some one let me know Dr. Hirsch's email address, and/or point to me some related references? Your help is highly appreciated. -Zaiyong Tang zt@beach.cis.ufl.edu