Publication Details

Constructive Gradient Neural Network

ONDRÁČEK, T.; ZBOŘIL, F. Constructive Gradient Neural Network. In MOSIS '05. Ostrava: 2005. p. 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)
Zbořil František, doc. Ing., CSc. (DITS)

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

ISBN

80-86840-10-7

Place

Ostrava

BibTeX

@inproceedings{BUT21504,
  author="Tomáš {Ondráček} and František {Zbořil}",
  title="Constructive Gradient Neural Network",
  booktitle="MOSIS '05",
  year="2005",
  pages="196--201",
  address="Ostrava",
  isbn="80-86840-10-7"
}