A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems

Detalhes bibliográficos
Autor(a) principal: Francisco Reinaldo
Data de Publicação: 2006
Outros Autores: Mauro Roisenberg, Rui Camacho, Luís Reis
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://repositorio-aberto.up.pt/handle/10216/67428
Resumo: This paper presents PyramidNet tool as a fast and easy way to develop Modular and Hierarchic NeuralNetwork-based Systems. This tool facilitates the fast emergence of autonomous behaviors in agents becauseit uses a hierarchic and modular control methodology of heterogeneous learning modules: the pyramid.Using the graphical resources of PyramidNet the user is able to specify a behavior system even having little understanding of artificial neural networks. Experimental tests have shown that a very significant speedup is attained in the development of modular and hierarchic neural network-based systems by using this tool.
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spelling A Tool for Fast Development of Modular and Hierarchic Neural Network-based SystemsEngenharia do conhecimento, Engenharia electrotécnica, electrónica e informáticaKnowledge engineering, Electrical engineering, Electronic engineering, Information engineeringThis paper presents PyramidNet tool as a fast and easy way to develop Modular and Hierarchic NeuralNetwork-based Systems. This tool facilitates the fast emergence of autonomous behaviors in agents becauseit uses a hierarchic and modular control methodology of heterogeneous learning modules: the pyramid.Using the graphical resources of PyramidNet the user is able to specify a behavior system even having little understanding of artificial neural networks. Experimental tests have shown that a very significant speedup is attained in the development of modular and hierarchic neural network-based systems by using this tool.20062006-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://repositorio-aberto.up.pt/handle/10216/67428eng16773071Francisco ReinaldoMauro RoisenbergRui CamachoLuís Reisinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-29T13:53:12Zoai:repositorio-aberto.up.pt:10216/67428Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:49:47.468640Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems
title A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems
spellingShingle A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems
Francisco Reinaldo
Engenharia do conhecimento, Engenharia electrotécnica, electrónica e informática
Knowledge engineering, Electrical engineering, Electronic engineering, Information engineering
title_short A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems
title_full A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems
title_fullStr A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems
title_full_unstemmed A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems
title_sort A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems
author Francisco Reinaldo
author_facet Francisco Reinaldo
Mauro Roisenberg
Rui Camacho
Luís Reis
author_role author
author2 Mauro Roisenberg
Rui Camacho
Luís Reis
author2_role author
author
author
dc.contributor.author.fl_str_mv Francisco Reinaldo
Mauro Roisenberg
Rui Camacho
Luís Reis
dc.subject.por.fl_str_mv Engenharia do conhecimento, Engenharia electrotécnica, electrónica e informática
Knowledge engineering, Electrical engineering, Electronic engineering, Information engineering
topic Engenharia do conhecimento, Engenharia electrotécnica, electrónica e informática
Knowledge engineering, Electrical engineering, Electronic engineering, Information engineering
description This paper presents PyramidNet tool as a fast and easy way to develop Modular and Hierarchic NeuralNetwork-based Systems. This tool facilitates the fast emergence of autonomous behaviors in agents becauseit uses a hierarchic and modular control methodology of heterogeneous learning modules: the pyramid.Using the graphical resources of PyramidNet the user is able to specify a behavior system even having little understanding of artificial neural networks. Experimental tests have shown that a very significant speedup is attained in the development of modular and hierarchic neural network-based systems by using this tool.
publishDate 2006
dc.date.none.fl_str_mv 2006
2006-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://repositorio-aberto.up.pt/handle/10216/67428
url https://repositorio-aberto.up.pt/handle/10216/67428
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 16773071
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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