Paraconsistent Artificial Neural Networks and EEG Analysis

Detalhes bibliográficos
Autor(a) principal: Abe, Jair Minoro [UNESP]
Data de Publicação: 2010
Outros Autores: Lopes, Helder F. S., Nakamatsu, Kazumi, Akama, Seiki, Setchi, R., Jordanov, I, Howlett, R. J., Jain, L. C.
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://hdl.handle.net/11449/194726
Resumo: The aim of this paper is to present a study of brain EEG waves through a new ANN based on Paraconsistent Annotated Evidential Logic E tau which is capable of manipulating concepts like impreciseness, inconsistency, and paracompleteness in a nontrivial manner. As application, the Paraconsistent Artificial Neural Network - PANN showed capable of recognizing children with Dyslexia with Kappa index at a rate of 80%.
id UNSP_dc3968b51575f488f8b27f571864bf5e
oai_identifier_str oai:repositorio.unesp.br:11449/194726
network_acronym_str UNSP
network_name_str Repositório Institucional da UNESP
repository_id_str 2946
spelling Paraconsistent Artificial Neural Networks and EEG Analysisartificial neural networkparaconsistent logicsannotated logicspattern recognitionDyslexiaThe aim of this paper is to present a study of brain EEG waves through a new ANN based on Paraconsistent Annotated Evidential Logic E tau which is capable of manipulating concepts like impreciseness, inconsistency, and paracompleteness in a nontrivial manner. As application, the Paraconsistent Artificial Neural Network - PANN showed capable of recognizing children with Dyslexia with Kappa index at a rate of 80%.Univ Estadual Paulista, ICET, Grad Program Prod Engn, R Dr Bacelar 1212, BR-04026002 Sao Paulo, BrazilUniv Sao Paulo, Inst Adv Studies, BR-05508 Sao Paulo, BrazilUniv Hyogo, Sch Human Sci & Environm, Kobe, Hyogo 6500044, JapanUniv Estadual Paulista, ICET, Grad Program Prod Engn, R Dr Bacelar 1212, BR-04026002 Sao Paulo, BrazilSpringerUniversidade Estadual Paulista (Unesp)Universidade de São Paulo (USP)Univ HyogoAbe, Jair Minoro [UNESP]Lopes, Helder F. S.Nakamatsu, KazumiAkama, SeikiSetchi, R.Jordanov, IHowlett, R. J.Jain, L. C.2020-12-10T16:35:41Z2020-12-10T16:35:41Z2010-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject164-+Knowledge-based And Intelligent Information And Engineering Systems, Pt Iii. Berlin: Springer-verlag Berlin, v. 6278, p. 164-+, 2010.0302-9743http://hdl.handle.net/11449/194726WOS:000289402900019Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengKnowledge-based And Intelligent Information And Engineering Systems, Pt Iiiinfo:eu-repo/semantics/openAccess2021-10-22T20:18:52Zoai:repositorio.unesp.br:11449/194726Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T16:03:34.538577Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Paraconsistent Artificial Neural Networks and EEG Analysis
title Paraconsistent Artificial Neural Networks and EEG Analysis
spellingShingle Paraconsistent Artificial Neural Networks and EEG Analysis
Abe, Jair Minoro [UNESP]
artificial neural network
paraconsistent logics
annotated logics
pattern recognition
Dyslexia
title_short Paraconsistent Artificial Neural Networks and EEG Analysis
title_full Paraconsistent Artificial Neural Networks and EEG Analysis
title_fullStr Paraconsistent Artificial Neural Networks and EEG Analysis
title_full_unstemmed Paraconsistent Artificial Neural Networks and EEG Analysis
title_sort Paraconsistent Artificial Neural Networks and EEG Analysis
author Abe, Jair Minoro [UNESP]
author_facet Abe, Jair Minoro [UNESP]
Lopes, Helder F. S.
Nakamatsu, Kazumi
Akama, Seiki
Setchi, R.
Jordanov, I
Howlett, R. J.
Jain, L. C.
author_role author
author2 Lopes, Helder F. S.
Nakamatsu, Kazumi
Akama, Seiki
Setchi, R.
Jordanov, I
Howlett, R. J.
Jain, L. C.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Universidade de São Paulo (USP)
Univ Hyogo
dc.contributor.author.fl_str_mv Abe, Jair Minoro [UNESP]
Lopes, Helder F. S.
Nakamatsu, Kazumi
Akama, Seiki
Setchi, R.
Jordanov, I
Howlett, R. J.
Jain, L. C.
dc.subject.por.fl_str_mv artificial neural network
paraconsistent logics
annotated logics
pattern recognition
Dyslexia
topic artificial neural network
paraconsistent logics
annotated logics
pattern recognition
Dyslexia
description The aim of this paper is to present a study of brain EEG waves through a new ANN based on Paraconsistent Annotated Evidential Logic E tau which is capable of manipulating concepts like impreciseness, inconsistency, and paracompleteness in a nontrivial manner. As application, the Paraconsistent Artificial Neural Network - PANN showed capable of recognizing children with Dyslexia with Kappa index at a rate of 80%.
publishDate 2010
dc.date.none.fl_str_mv 2010-01-01
2020-12-10T16:35:41Z
2020-12-10T16:35:41Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv Knowledge-based And Intelligent Information And Engineering Systems, Pt Iii. Berlin: Springer-verlag Berlin, v. 6278, p. 164-+, 2010.
0302-9743
http://hdl.handle.net/11449/194726
WOS:000289402900019
identifier_str_mv Knowledge-based And Intelligent Information And Engineering Systems, Pt Iii. Berlin: Springer-verlag Berlin, v. 6278, p. 164-+, 2010.
0302-9743
WOS:000289402900019
url http://hdl.handle.net/11449/194726
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Knowledge-based And Intelligent Information And Engineering Systems, Pt Iii
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 164-+
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1808128602445709312

Registros relacionados