Result Details

Neural Network for Text Associations

ZBOŘIL, F. Neural Network for Text Associations. Proceedings of XXIInd International Colloquium ASIS 2000. Ostrava: Marq software s.r.o., 2000. p. 145-150. ISBN: 80-85988-51-8.
Type
conference paper
Language
English
Authors
Abstract

The paper proposes a new neural network based on the principle of the Restricted Coulomb Energy (RCE) classifier. The network has three layers of neurons and it works as a heteroassociative memory. The short principles of the proposed neural network - topology, learning and retrieving - are described in the paper. Experiments with text lines associations that have been done with this neural network and with the Bidirectional Associative Memory (BAM) and a comparison of these results are described in the paper, too.

Keywords

Neural Network, BAM, RCE Classifier

Annotation

The paper deals with a neural network based on the principle of the Restricted Coulomb Energy classifier, that works as a heteroassociative memory. The short principles of the proposed neural network - topology, learning and retrieving - are described here.

Published
2000
Pages
145–150
Proceedings
Proceedings of XXIInd International Colloquium ASIS 2000
Conference
22nd International Colloquium ASIS 2000 Advanced Simulation of Systems
ISBN
80-85988-51-8
Publisher
Marq software s.r.o.
Place
Ostrava
BibTeX
@inproceedings{BUT5418,
  author="František {Zbořil}",
  title="Neural Network for Text Associations",
  booktitle="Proceedings of XXIInd International Colloquium ASIS 2000",
  year="2000",
  pages="145--150",
  publisher="Marq software s.r.o.",
  address="Ostrava",
  isbn="80-85988-51-8"
}
Projects
Research and Applications of Heterogenous Models, GACR, Standardní projekty, GA102/98/0552, start: 1998-01-01, end: 2000-12-31, completed
Research groups
Departments
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