Characterization of Electroencephalogram Obtained During the Resolution of Mathematical Operations Using Recurrence Quantification Analysis
Autor(a) principal: | |
---|---|
Data de Publicação: | 2022 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo de conferência |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1007/978-3-030-70601-2_251 http://hdl.handle.net/11449/240888 |
Resumo: | This work aims to apply recurrence quantification analysis to characterize electroencephalogram signals, in resting and active state situations involving mathematical operation resolution. The best values of the incorporation parameters (delay time, embedding dimension, and threshold) are investigated to obtain the best ranking results. The measures of the recurrence quantification analysis used are recurrence rate, determinism, overage length of diagonal structures, Shannon entropy, laminarity, and maximum length of vertical structures. To compare between resting and active state, the Mann-Whitney test was performed. The results demonstrate that the resting state is predominant in the alpha and theta experiments. Statistical differences were observed in the comparisons between resting and active state for alpha and theta experiments, active state alpha and active state theta experiments and resting and active state for theta experiments. |
id |
UNSP_3118eed6eb09e14547e51364b1c73c72 |
---|---|
oai_identifier_str |
oai:repositorio.unesp.br:11449/240888 |
network_acronym_str |
UNSP |
network_name_str |
Repositório Institucional da UNESP |
repository_id_str |
2946 |
spelling |
Characterization of Electroencephalogram Obtained During the Resolution of Mathematical Operations Using Recurrence Quantification AnalysisEEGNonlinear analysisRecurrence quantification analysisResolution of mathematical operationThis work aims to apply recurrence quantification analysis to characterize electroencephalogram signals, in resting and active state situations involving mathematical operation resolution. The best values of the incorporation parameters (delay time, embedding dimension, and threshold) are investigated to obtain the best ranking results. The measures of the recurrence quantification analysis used are recurrence rate, determinism, overage length of diagonal structures, Shannon entropy, laminarity, and maximum length of vertical structures. To compare between resting and active state, the Mann-Whitney test was performed. The results demonstrate that the resting state is predominant in the alpha and theta experiments. Statistical differences were observed in the comparisons between resting and active state for alpha and theta experiments, active state alpha and active state theta experiments and resting and active state for theta experiments.Instituto Científico e Tecnológico Universidade Brasil, Rua Carolina Fonseca, 235, ItaqueraDepto. Física e Biofísica Instituto de Biociências de Botucatu Universidade Estadual Paulista “Júlio de Mesquita Filho” UNESPCentro de Ciências Exatas e Tecnologia Universidade de Caxias do SulDepto. Física e Biofísica Instituto de Biociências de Botucatu Universidade Estadual Paulista “Júlio de Mesquita Filho” UNESPUniversidade BrasilUniversidade Estadual Paulista (UNESP)Universidade de Caxias do SulMendes, A. P.Jarola, G. M. [UNESP]Oliveira, L. M.A. [UNESP]Gerhardt, G. J.L.Rybarczyk-Filho, J. L. [UNESP]Santos, L. dos2023-03-01T20:37:07Z2023-03-01T20:37:07Z2022-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject1719-1725http://dx.doi.org/10.1007/978-3-030-70601-2_251IFMBE Proceedings, v. 83, p. 1719-1725.1433-92771680-0737http://hdl.handle.net/11449/24088810.1007/978-3-030-70601-2_2512-s2.0-85128920356Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengIFMBE Proceedingsinfo:eu-repo/semantics/openAccess2023-03-01T20:37:07Zoai:repositorio.unesp.br:11449/240888Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-06T00:14:26.229512Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Characterization of Electroencephalogram Obtained During the Resolution of Mathematical Operations Using Recurrence Quantification Analysis |
title |
Characterization of Electroencephalogram Obtained During the Resolution of Mathematical Operations Using Recurrence Quantification Analysis |
spellingShingle |
Characterization of Electroencephalogram Obtained During the Resolution of Mathematical Operations Using Recurrence Quantification Analysis Mendes, A. P. EEG Nonlinear analysis Recurrence quantification analysis Resolution of mathematical operation |
title_short |
Characterization of Electroencephalogram Obtained During the Resolution of Mathematical Operations Using Recurrence Quantification Analysis |
title_full |
Characterization of Electroencephalogram Obtained During the Resolution of Mathematical Operations Using Recurrence Quantification Analysis |
title_fullStr |
Characterization of Electroencephalogram Obtained During the Resolution of Mathematical Operations Using Recurrence Quantification Analysis |
title_full_unstemmed |
Characterization of Electroencephalogram Obtained During the Resolution of Mathematical Operations Using Recurrence Quantification Analysis |
title_sort |
Characterization of Electroencephalogram Obtained During the Resolution of Mathematical Operations Using Recurrence Quantification Analysis |
author |
Mendes, A. P. |
author_facet |
Mendes, A. P. Jarola, G. M. [UNESP] Oliveira, L. M.A. [UNESP] Gerhardt, G. J.L. Rybarczyk-Filho, J. L. [UNESP] Santos, L. dos |
author_role |
author |
author2 |
Jarola, G. M. [UNESP] Oliveira, L. M.A. [UNESP] Gerhardt, G. J.L. Rybarczyk-Filho, J. L. [UNESP] Santos, L. dos |
author2_role |
author author author author author |
dc.contributor.none.fl_str_mv |
Universidade Brasil Universidade Estadual Paulista (UNESP) Universidade de Caxias do Sul |
dc.contributor.author.fl_str_mv |
Mendes, A. P. Jarola, G. M. [UNESP] Oliveira, L. M.A. [UNESP] Gerhardt, G. J.L. Rybarczyk-Filho, J. L. [UNESP] Santos, L. dos |
dc.subject.por.fl_str_mv |
EEG Nonlinear analysis Recurrence quantification analysis Resolution of mathematical operation |
topic |
EEG Nonlinear analysis Recurrence quantification analysis Resolution of mathematical operation |
description |
This work aims to apply recurrence quantification analysis to characterize electroencephalogram signals, in resting and active state situations involving mathematical operation resolution. The best values of the incorporation parameters (delay time, embedding dimension, and threshold) are investigated to obtain the best ranking results. The measures of the recurrence quantification analysis used are recurrence rate, determinism, overage length of diagonal structures, Shannon entropy, laminarity, and maximum length of vertical structures. To compare between resting and active state, the Mann-Whitney test was performed. The results demonstrate that the resting state is predominant in the alpha and theta experiments. Statistical differences were observed in the comparisons between resting and active state for alpha and theta experiments, active state alpha and active state theta experiments and resting and active state for theta experiments. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-01-01 2023-03-01T20:37:07Z 2023-03-01T20:37:07Z |
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 |
http://dx.doi.org/10.1007/978-3-030-70601-2_251 IFMBE Proceedings, v. 83, p. 1719-1725. 1433-9277 1680-0737 http://hdl.handle.net/11449/240888 10.1007/978-3-030-70601-2_251 2-s2.0-85128920356 |
url |
http://dx.doi.org/10.1007/978-3-030-70601-2_251 http://hdl.handle.net/11449/240888 |
identifier_str_mv |
IFMBE Proceedings, v. 83, p. 1719-1725. 1433-9277 1680-0737 10.1007/978-3-030-70601-2_251 2-s2.0-85128920356 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
IFMBE Proceedings |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
1719-1725 |
dc.source.none.fl_str_mv |
Scopus 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_ |
1808129599132925952 |