A constructive technique based on linear programming for training switching neural networks (Articolo in rivista)

Type
Label
  • A constructive technique based on linear programming for training switching neural networks (Articolo in rivista) (literal)
Anno
  • 2008-01-01T00:00:00+01:00 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
  • 10.1007/978-3-540-87559-8_7 (literal)
Alternative label
  • E. Ferrari, M. Muselli (2008)
    A constructive technique based on linear programming for training switching neural networks
    in Lecture notes in computer science
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • E. Ferrari, M. Muselli (literal)
Pagina inizio
  • 744 (literal)
Pagina fine
  • 753 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 5164 (literal)
Rivista
Note
  • Scopu (literal)
  • ISI Web of Science (WOS) (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • E. Ferrari, M. Muselli: CNR-IEIIT, Genova, Italy (literal)
Titolo
  • A constructive technique based on linear programming for training switching neural networks (literal)
Abstract
  • A general constructive approach for training neural networks in classification problems is presented. This approach is used to construct a particular connectionist model, named Switching Neural Network (SNN), based on the conversion of the original problem in a Boolean lattice domain. The training of an SNN can be performed through a constructive algorithm, called Switch Programming (SP), based on the solution of a proper linear programming problem. Simulation results obtained on the StatLog benchmark show the good quality of the SNNs trained with SP. (literal)
Prodotto di
Autore CNR
Insieme di parole chiave

Incoming links:


Prodotto
Autore CNR di
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi
Insieme di parole chiave di
data.CNR.it