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Comparison of visual and auditory modalities for Upper-Alpha EEG-Neurofeedback

Bibliographic Details
Main Author: Bucho, Teresa
Publication Date: 2019
Other Authors: Caetano, Gina, Vourvopoulos, Athanasios, Accoto, Floriana, Esteves, Ines, Bermúdez i Badia, Sergi, Rosa, Agostinho, Figueiredo, Patricia
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.13/4433
Summary: Electroencephalography (EEG) neurofeedback (NF) training has been shown to produce long-lasting effects on the improvement of cognitive function as well as the normalization of aberrant brain activity in disease. However, the impact of the sensory modality used as the NF reinforcement signal on training effectiveness has not been systematically investigated. In this work, an EEG-based NF training system was developed targeting the individual upper alpha (UA) band and using either a visual or an auditory reinforcement signal, so as to compare the effects of the two sensory modalities. Sixteen healthy volunteers were randomly assigned to the Visual or Auditory group, where a radius varying sphere or a volume-varying sound, respectively, reflected the relative amplitude of UA measured at EEG electrode Cz. Each participant underwent a total of four NF sessions, of approximately 40 min each, on consecutive days. Both groups showed significant increases in UA at Cz within sessions, and also across sessions. Effects subsequent to NF training were also found beyond the target frequency UA and scalp location Cz, namely in the lower-alpha and theta bands and in posterior brain regions, respectively. Only small differences were found on the EEG between the Visual and Auditory groups, suggesting that auditory reinforcement signals may be as effective as the more commonly used visual signals. The use of auditory NF may potentiate training protocols conducted under mobile conditions, which are now possible due to the increasing availability of wireless EEG systems.
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spelling Comparison of visual and auditory modalities for Upper-Alpha EEG-NeurofeedbackElectroencephalography (EEG) neurofeedback (NF) trainingUpper-Alpha EEG-Neurofeedback.Faculdade de Ciências Exatas e da EngenhariaElectroencephalography (EEG) neurofeedback (NF) training has been shown to produce long-lasting effects on the improvement of cognitive function as well as the normalization of aberrant brain activity in disease. However, the impact of the sensory modality used as the NF reinforcement signal on training effectiveness has not been systematically investigated. In this work, an EEG-based NF training system was developed targeting the individual upper alpha (UA) band and using either a visual or an auditory reinforcement signal, so as to compare the effects of the two sensory modalities. Sixteen healthy volunteers were randomly assigned to the Visual or Auditory group, where a radius varying sphere or a volume-varying sound, respectively, reflected the relative amplitude of UA measured at EEG electrode Cz. Each participant underwent a total of four NF sessions, of approximately 40 min each, on consecutive days. Both groups showed significant increases in UA at Cz within sessions, and also across sessions. Effects subsequent to NF training were also found beyond the target frequency UA and scalp location Cz, namely in the lower-alpha and theta bands and in posterior brain regions, respectively. Only small differences were found on the EEG between the Visual and Auditory groups, suggesting that auditory reinforcement signals may be as effective as the more commonly used visual signals. The use of auditory NF may potentiate training protocols conducted under mobile conditions, which are now possible due to the increasing availability of wireless EEG systems.IEEEDigitUMaBucho, TeresaCaetano, GinaVourvopoulos, AthanasiosAccoto, FlorianaEsteves, InesBermúdez i Badia, SergiRosa, AgostinhoFigueiredo, Patricia2022-07-20T13:10:45Z20192019-01-01T00:00:00Zconference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10400.13/4433eng10.1109/EMBC.2019.8856671info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-24T16:54:54Zoai:digituma.uma.pt:10400.13/4433Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T20:42:48.814462Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Comparison of visual and auditory modalities for Upper-Alpha EEG-Neurofeedback
title Comparison of visual and auditory modalities for Upper-Alpha EEG-Neurofeedback
spellingShingle Comparison of visual and auditory modalities for Upper-Alpha EEG-Neurofeedback
Bucho, Teresa
Electroencephalography (EEG) neurofeedback (NF) training
Upper-Alpha EEG-Neurofeedback
.
Faculdade de Ciências Exatas e da Engenharia
title_short Comparison of visual and auditory modalities for Upper-Alpha EEG-Neurofeedback
title_full Comparison of visual and auditory modalities for Upper-Alpha EEG-Neurofeedback
title_fullStr Comparison of visual and auditory modalities for Upper-Alpha EEG-Neurofeedback
title_full_unstemmed Comparison of visual and auditory modalities for Upper-Alpha EEG-Neurofeedback
title_sort Comparison of visual and auditory modalities for Upper-Alpha EEG-Neurofeedback
author Bucho, Teresa
author_facet Bucho, Teresa
Caetano, Gina
Vourvopoulos, Athanasios
Accoto, Floriana
Esteves, Ines
Bermúdez i Badia, Sergi
Rosa, Agostinho
Figueiredo, Patricia
author_role author
author2 Caetano, Gina
Vourvopoulos, Athanasios
Accoto, Floriana
Esteves, Ines
Bermúdez i Badia, Sergi
Rosa, Agostinho
Figueiredo, Patricia
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv DigitUMa
dc.contributor.author.fl_str_mv Bucho, Teresa
Caetano, Gina
Vourvopoulos, Athanasios
Accoto, Floriana
Esteves, Ines
Bermúdez i Badia, Sergi
Rosa, Agostinho
Figueiredo, Patricia
dc.subject.por.fl_str_mv Electroencephalography (EEG) neurofeedback (NF) training
Upper-Alpha EEG-Neurofeedback
.
Faculdade de Ciências Exatas e da Engenharia
topic Electroencephalography (EEG) neurofeedback (NF) training
Upper-Alpha EEG-Neurofeedback
.
Faculdade de Ciências Exatas e da Engenharia
description Electroencephalography (EEG) neurofeedback (NF) training has been shown to produce long-lasting effects on the improvement of cognitive function as well as the normalization of aberrant brain activity in disease. However, the impact of the sensory modality used as the NF reinforcement signal on training effectiveness has not been systematically investigated. In this work, an EEG-based NF training system was developed targeting the individual upper alpha (UA) band and using either a visual or an auditory reinforcement signal, so as to compare the effects of the two sensory modalities. Sixteen healthy volunteers were randomly assigned to the Visual or Auditory group, where a radius varying sphere or a volume-varying sound, respectively, reflected the relative amplitude of UA measured at EEG electrode Cz. Each participant underwent a total of four NF sessions, of approximately 40 min each, on consecutive days. Both groups showed significant increases in UA at Cz within sessions, and also across sessions. Effects subsequent to NF training were also found beyond the target frequency UA and scalp location Cz, namely in the lower-alpha and theta bands and in posterior brain regions, respectively. Only small differences were found on the EEG between the Visual and Auditory groups, suggesting that auditory reinforcement signals may be as effective as the more commonly used visual signals. The use of auditory NF may potentiate training protocols conducted under mobile conditions, which are now possible due to the increasing availability of wireless EEG systems.
publishDate 2019
dc.date.none.fl_str_mv 2019
2019-01-01T00:00:00Z
2022-07-20T13:10:45Z
dc.type.driver.fl_str_mv conference object
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.13/4433
url http://hdl.handle.net/10400.13/4433
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1109/EMBC.2019.8856671
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eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv IEEE
publisher.none.fl_str_mv IEEE
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
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reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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