A tool for fast development of modular and hierarchic neural network-based systems

Detalhes bibliográficos
Autor(a) principal: Francisco Reinaldo
Data de Publicação: 2005
Outros Autores: Mauro Roisenberg, Jorge Muniz Barreto, Rui Camacho, Luís Paulo Reis
Tipo de documento: Livro
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/10216/67416
Resumo: This paper presents the PyrantidNet Tool its a fast and easy way to develop Modular and Hierarchic Neural Network-based Systems. This tool facilitates the fast emergence of autonomous behaviours in agents because it 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 behaviour 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 when using this tool.
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spelling A tool for fast development of modular and hierarchic neural network-based systemsEngenharia do conhecimento, Ciências da computação e da informaçãoKnowledge engineering, Computer and information sciencesThis paper presents the PyrantidNet Tool its a fast and easy way to develop Modular and Hierarchic Neural Network-based Systems. This tool facilitates the fast emergence of autonomous behaviours in agents because it 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 behaviour 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 when using this tool.20052005-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bookapplication/pdfhttps://hdl.handle.net/10216/67416engFrancisco ReinaldoMauro RoisenbergJorge Muniz BarretoRui CamachoLuís Paulo 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:RCAAP2023-11-29T14:10:22Zoai:repositorio-aberto.up.pt:10216/67416Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:56:19.363752Repositório 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, Ciências da computação e da informação
Knowledge engineering, Computer and information sciences
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
Jorge Muniz Barreto
Rui Camacho
Luís Paulo Reis
author_role author
author2 Mauro Roisenberg
Jorge Muniz Barreto
Rui Camacho
Luís Paulo Reis
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Francisco Reinaldo
Mauro Roisenberg
Jorge Muniz Barreto
Rui Camacho
Luís Paulo Reis
dc.subject.por.fl_str_mv Engenharia do conhecimento, Ciências da computação e da informação
Knowledge engineering, Computer and information sciences
topic Engenharia do conhecimento, Ciências da computação e da informação
Knowledge engineering, Computer and information sciences
description This paper presents the PyrantidNet Tool its a fast and easy way to develop Modular and Hierarchic Neural Network-based Systems. This tool facilitates the fast emergence of autonomous behaviours in agents because it 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 behaviour 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 when using this tool.
publishDate 2005
dc.date.none.fl_str_mv 2005
2005-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/book
format book
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/10216/67416
url https://hdl.handle.net/10216/67416
dc.language.iso.fl_str_mv eng
language eng
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
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instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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
repository.mail.fl_str_mv
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