Publication Details

Constructive Gradient Neural Network

ONDRÁČEK Tomáš and ZBOŘIL František V.. Constructive Gradient Neural Network. In: MOSIS '05. Ostrava, 2005, pp. 196-201. ISBN 80-86840-10-7.

Czech title

Konstruktivní gradientní neuronová síť

Type

conference paper

Language

english

Authors

Ondráček Tomáš, Ing., Ph.D. (DITS FIT BUT)
Zbořil František V., doc. Ing., CSc. (DITS FIT BUT)

Keywords

Constructive neural networks, back propagation, corner isolation problem, learning

Abstract

The paper deals with a description of a constructive neural network based on gradient initial setting of its weights. The network has been used as a pattern classifier of two dimensional patterns but it can be generally used to n x m associative problems. A network topology, processes of learning and retrieving and an experiment are described.

Published

2005

Pages

196-201

Proceedings

MOSIS '05

Conference

MOSIS2005 - 39th Spring International Conference on Modelling and Simulation of Systems , Hradec nad Moravicí, CZ

ISBN

80-86840-10-7

Place

Ostrava, CZ

BibTeX

@INPROCEEDINGS{FITPUB7798,
   author = "Tom\'{a}\v{s} Ondr\'{a}\v{c}ek and V. Franti\v{s}ek Zbo\v{r}il",
   title = "Constructive Gradient Neural Network",
   pages = "196--201",
   booktitle = "MOSIS '05",
   year = 2005,
   location = "Ostrava, CZ",
   ISBN = "80-86840-10-7",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7798"
}