Training window neurons through the solution of linear equations (Contributo in atti di convegno)

Type
Label
  • Training window neurons through the solution of linear equations (Contributo in atti di convegno) (literal)
Anno
  • 1992-01-01T00:00:00+01:00 (literal)
Alternative label
  • M. Muselli (1992)
    Training window neurons through the solution of linear equations
    in 1992 International Conference on Artificial Neural Networks (ICANN 92), Brighton, UK, 4-7 September 1992
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • M. Muselli (literal)
Pagina inizio
  • 157 (literal)
Pagina fine
  • 160 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#titoloVolume
  • Artificial Neural Networks, 2 (literal)
Note
  • ISI Web of Science (WOS) (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • M. Muselli: CNR-IEIIT, Genova, Italy (literal)
Titolo
  • Training window neurons through the solution of linear equations (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#isbn
  • 0-444-89488-8 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#curatoriVolume
  • I. Aleksander and J. Taylor (literal)
Abstract
  • The concept of window neuron, having a window-shaped activation function, is introduced. An appropriate learning rule, based on the solution of linear equations, is presented. Some simulation results show the efficiency and the generalization ability of neural networks obtained with this technique. (literal)
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