Publication Details
Constructive Gradient Neural Network
ONDRÁČEK, T.; ZBOŘIL, F. Constructive Gradient Neural Network. MOSIS '05. Ostrava: 2005. p. 196-201. ISBN: 80-86840-10-7.
Czech title
Konstruktivní gradientní neuronová síť
Type
conference paper
Language
English
Authors
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"
}