Implementation of boolean neural networks on parallel computers

Autores
Carvalho, Andre Carlos Ponce de Leon Ferreira de; Fairhurst, Michael C.; Bisset, David L.
Año de publicación
1996
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
This paper analyses the parallel implementation using networks of transputers of a neural structure belonging to a particular class of neural architectures known as GSN neural networks. These architectures, belonging to the general clasa of RAM-based networks and composed 01 digitally specified processing nodes, have been implemented using different processing topologies, and performance in relatíon to both training and testing efficiency in a practical pattern recognition task has been evaluated.
Eje: Redes Neuronales. Algoritmos genéticos
Red de Universidades con Carreras en Informática (RedUNCI)
Materia
Ciencias Informáticas
parallel computers
Implementation of boolean
Parallel
Neural nets
Algorithms
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/24161

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network_name_str SEDICI (UNLP)
spelling Implementation of boolean neural networks on parallel computersCarvalho, Andre Carlos Ponce de Leon Ferreira deFairhurst, Michael C.Bisset, David L.Ciencias Informáticasparallel computersImplementation of booleanParallelNeural netsAlgorithmsThis paper analyses the parallel implementation using networks of transputers of a neural structure belonging to a particular class of neural architectures known as GSN neural networks. These architectures, belonging to the general clasa of RAM-based networks and composed 01 digitally specified processing nodes, have been implemented using different processing topologies, and performance in relatíon to both training and testing efficiency in a practical pattern recognition task has been evaluated.Eje: Redes Neuronales. Algoritmos genéticosRed de Universidades con Carreras en Informática (RedUNCI)1996-11info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf133-145http://sedici.unlp.edu.ar/handle/10915/24161enginfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/2.5/ar/Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-10-22T16:37:18Zoai:sedici.unlp.edu.ar:10915/24161Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-10-22 16:37:18.77SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Implementation of boolean neural networks on parallel computers
title Implementation of boolean neural networks on parallel computers
spellingShingle Implementation of boolean neural networks on parallel computers
Carvalho, Andre Carlos Ponce de Leon Ferreira de
Ciencias Informáticas
parallel computers
Implementation of boolean
Parallel
Neural nets
Algorithms
title_short Implementation of boolean neural networks on parallel computers
title_full Implementation of boolean neural networks on parallel computers
title_fullStr Implementation of boolean neural networks on parallel computers
title_full_unstemmed Implementation of boolean neural networks on parallel computers
title_sort Implementation of boolean neural networks on parallel computers
dc.creator.none.fl_str_mv Carvalho, Andre Carlos Ponce de Leon Ferreira de
Fairhurst, Michael C.
Bisset, David L.
author Carvalho, Andre Carlos Ponce de Leon Ferreira de
author_facet Carvalho, Andre Carlos Ponce de Leon Ferreira de
Fairhurst, Michael C.
Bisset, David L.
author_role author
author2 Fairhurst, Michael C.
Bisset, David L.
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
parallel computers
Implementation of boolean
Parallel
Neural nets
Algorithms
topic Ciencias Informáticas
parallel computers
Implementation of boolean
Parallel
Neural nets
Algorithms
dc.description.none.fl_txt_mv This paper analyses the parallel implementation using networks of transputers of a neural structure belonging to a particular class of neural architectures known as GSN neural networks. These architectures, belonging to the general clasa of RAM-based networks and composed 01 digitally specified processing nodes, have been implemented using different processing topologies, and performance in relatíon to both training and testing efficiency in a practical pattern recognition task has been evaluated.
Eje: Redes Neuronales. Algoritmos genéticos
Red de Universidades con Carreras en Informática (RedUNCI)
description This paper analyses the parallel implementation using networks of transputers of a neural structure belonging to a particular class of neural architectures known as GSN neural networks. These architectures, belonging to the general clasa of RAM-based networks and composed 01 digitally specified processing nodes, have been implemented using different processing topologies, and performance in relatíon to both training and testing efficiency in a practical pattern recognition task has been evaluated.
publishDate 1996
dc.date.none.fl_str_mv 1996-11
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
http://purl.org/coar/resource_type/c_5794
info:ar-repo/semantics/documentoDeConferencia
format conferenceObject
status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/24161
url http://sedici.unlp.edu.ar/handle/10915/24161
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)
dc.format.none.fl_str_mv application/pdf
133-145
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institution UNLP
repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
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