A tool for fast development of modular and hierarchic neural network-based systems
Autor(a) principal: | |
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Data de Publicação: | 2005 |
Outros Autores: | , , , |
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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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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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 |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
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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1799135883424694273 |