Self organizing maps and bit signature: A study applied on signal language recognition

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MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade de São Paulo (USP)-
Autor(es): dc.contributorUniversidade Estadual de Maringá (UEM)-
Autor(es): dc.contributorUniversidade Estadual de Campinas (UNICAMP)-
Autor(es): dc.creatorNeris, Marrony N.-
Autor(es): dc.creatorSilva, Alexandre J.-
Autor(es): dc.creatorPeres, Sarajane M.-
Autor(es): dc.creatorFlores, Franklin C.-
Data de aceite: dc.date.accessioned2022-08-04T22:01:52Z-
Data de disponibilização: dc.date.available2022-08-04T22:01:52Z-
Data de envio: dc.date.issued2022-04-28-
Data de envio: dc.date.issued2022-04-28-
Data de envio: dc.date.issued2008-11-24-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1109/IJCNN.2008.4634211-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/219486-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/219486-
Descrição: dc.descriptionSelf Organizing Map (SOM) is a kind of artificial neural network with a competitive and unsupervised learning. This technique is commonly used to dataset clustering tasks and can be useful in patterns recognition problems. This paper presents an artificial neural network application to signals language recognition problem, where the image representation is given by bit signatures. The recognition results are promising and are presented in this paper. More, some analysis about the combination SOM + bit signature improved our understanding about the characteristics of the LIBRAS signals and the conclusions are also listed in this paper. © 2008 IEEE.-
Descrição: dc.descriptionArts, Science and Humanities School State University of São Paulo (USP), São Paulo-
Descrição: dc.descriptionComputer Science Department State University of Maringá (UEM), Maringá, PR-
Descrição: dc.descriptionState University of Campinas - UNICAMP, Campinas, SP-
Formato: dc.format2934-2941-
Idioma: dc.languageen-
Relação: dc.relationProceedings of the International Joint Conference on Neural Networks-
???dc.source???: dc.sourceScopus-
Título: dc.titleSelf organizing maps and bit signature: A study applied on signal language recognition-
Aparece nas coleções:Repositório Institucional - Unesp

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