Publication detail

Constructive Gradient Neural Network

ONDRÁČEK, T. ZBOŘIL, F.

Original Title

Constructive Gradient Neural Network

Type

conference paper

Language

English

Original 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

Authors

ONDRÁČEK, T.; ZBOŘIL, F.

RIV year

2005

Released

8. 6. 2005

Location

Ostrava

ISBN

80-86840-10-7

Book

MOSIS '05

Pages from

196

Pages to

201

Pages count

6

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"
}