Detail výsledku

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.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Zbořil František, doc. Ing., CSc.
Abstrakt

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.

Klíčová slova

Neural Network, BAM, RCE Classifier

Rok
2000
Strany
145–150
Sborník
Proceedings of XXIInd International Colloquium ASIS 2000
Konference
22nd International Colloquium ASIS 2000 Advanced Simulation of Systems
ISBN
80-85988-51-8
Vydavatel
Marq software s.r.o.
Místo
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"
}
Projekty
Výzkum a aplikace heterogenních modelů, GAČR, Standardní projekty, GA102/98/0552, zahájení: 1998-01-01, ukončení: 2000-12-31, ukončen
Výzkumné skupiny
Výzkumná skupina inteligentních systémů (VZ INTSYS)
Pracoviště
Fakulta informačních technologií (FIT)
Nahoru