Detail publikačního výsledku

The use of the RCE Neural Network in a Pattern Recognition

ZBOŘIL, F.; ZBOŘIL, F.

Originální název

The use of the RCE Neural Network in a Pattern Recognition

Anglický název

The use of the RCE Neural Network in a Pattern Recognition

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

A Restricted Coulomb Energy (RCE) neural network is a specific design of the hypespherical classifier proposed by Reilly in 1982 and it is suitable for classification of nonlinearly separable clusters of patterns in multidimensional pattern spaces. The paper deals with the use of the RCE neural network for the recognition of persons. Two sets of input patterns were used in described experiments. The first set contained pictures of person faces and the second set contained person fingerprints. The short principle and topology of the RCE neural network, learning and retrieving algorithms and mentioned experiments are described in the paper.

Anglický abstrakt

A Restricted Coulomb Energy (RCE) neural network is a specific design of the hypespherical classifier proposed by Reilly in 1982 and it is suitable for classification of nonlinearly separable clusters of patterns in multidimensional pattern spaces. The paper deals with the use of the RCE neural network for the recognition of persons. Two sets of input patterns were used in described experiments. The first set contained pictures of person faces and the second set contained person fingerprints. The short principle and topology of the RCE neural network, learning and retrieving algorithms and mentioned experiments are described in the paper.

Klíčová slova

Neural Networks, RCE Classifier, Pattern Recognition

Klíčová slova v angličtině

Neural Networks, RCE Classifier, Pattern Recognition

Autoři

ZBOŘIL, F.; ZBOŘIL, F.

Vydáno

01.01.2000

Nakladatel

Marq software s.r.o.

Místo

Ostrava

ISBN

80-85988-44-5

Kniha

34th Spring International Conference Modelling and Simulation of Systems MOSIS 2000

Strany od

65

Strany do

70

Strany počet

6

BibTex

@inproceedings{BUT5419,
  author="František {Zbořil} and František {Zbořil}",
  title="The use of the RCE Neural Network in a Pattern Recognition",
  booktitle="34th Spring International Conference Modelling and Simulation of Systems MOSIS 2000",
  year="2000",
  pages="65--70",
  publisher="Marq software s.r.o.",
  address="Ostrava",
  isbn="80-85988-44-5"
}