Result Details

Constructive Gradient Neural Network

ONDRÁČEK, T.; ZBOŘIL, F. Constructive Gradient Neural Network. MOSIS '05. Ostrava: Marq software s.r.o., 2005. p. 196-201. ISBN: 80-86840-10-7.
Type
conference paper
Language
English
Authors
Ondráček Tomáš, Ing., Ph.D.
Zbořil František, doc. Ing., CSc., DITS (FIT)
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.

Keywords

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

Published
2005
Pages
196–201
Proceedings
MOSIS '05
Conference
MOSIS2005 - 39th Spring International Conference on Modelling and Simulation of Systems
ISBN
80-86840-10-7
Publisher
Marq software s.r.o.
Place
Ostrava
BibTeX 
@inproceedings{BUT21504,
  author="Tomáš {Ondráček} and František {Zbořil}",
  title="Constructive Gradient Neural Network",
  booktitle="MOSIS '05",
  year="2005",
  pages="196--201",
  publisher="Marq software s.r.o.",
  address="Ostrava",
  isbn="80-86840-10-7"
}
Projects
Information system security - research of attacks on tamper-resistant cryptographic hardware, GACR, Standardní projekty, GA102/04/0871, start: 2004-01-01, end: 2006-12-31, completed
Research groups
Intelligent Systems Research Group (RG INTSYS)
Departments
Department of Intelligent Systems (DITS)
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