Submit your research to the International Journal "Notes on Intuitionistic Fuzzy Sets". Contact us at nifs.journal@gmail.com

Call for Papers for the 25th Jubilee Edition of the International Conference on Intuitionistic Fuzzy Sets is now open!
Conference: 9–10 September 2022 • Deadline for submission: 30 May 2022.

Issue:Generalized net model of backpropagation learning algorithm

From Ifigenia, the wiki for intuitionistic fuzzy sets and generalized nets
Jump to navigation Jump to search
shortcut
http://ifigenia.org/wiki/issue:iwgn-2002-32-36
Title of paper: Generalized net model of backpropagation learning algorithm
Author(s):
Maciej Krawczak
Systems Research Institute - Polish Academy of Sciences, Warsaw, Poland
Wyzsza Szkola Informatyki Stosowanej i Zarzadzania
krawczak@ibspan.waw.pl
Hristo Aladjov
CLBME - Bulg. Academy of Sciences, Acad. G. Bonchev Str., 105 Block, Sofia-1113, Bulgaria
aladjov@clbme.bas.bg
Presented at: 3rd IWGN, Sofia, 1 October 2002
Published in: Conference proceedings, pages 32—36
Download: Download-icon.png PDF (86  Kb, Info)
Abstract: The backpropagation algorithm and its modifications are frequently used approaches for feed-forward neural networks training. It is shown in the present paper how generalized net model [1,2] of pure backpropagation algorithm can be constructed. The basic idea of this model is to be used as frame in which, with minor changes different algorithm definitions can be introduced, tested and compared.
Keywords: Generalized nets, Neural networks, Machine learning, Backpropagation
References:
  1. Atanassov K., Generalized Nets, World Scientific, Singapore, 1991.
  2. Atanassov K., Generalized index matrices, Comptes rendus de l'Academie Bulgare des Sciences, vol.40, 1987, No.11, 15-18.
  3. Atanassov, K., 1998. Generalized Nets in Artificial Intelligence. Vol. 1: Generalized nets and Expert Systems. "Prof. M. Drinov" Academic Publishing House, Sofia.
  4. Atanassov K., Aladjov, H., 2000. Generalized nets in artificial intelligence. Vol. 2, "Prof. Marin Drinov" Academic Publishing House, Sofia.
Citations:

The list of publications, citing this article may be empty or incomplete. If you can provide relevant data, please, write on the talk page.