Comparison of visual and auditory modalities for Upper-Alpha EEG-Neurofeedback
Main Author: | |
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Publication Date: | 2019 |
Other Authors: | , , , , , , |
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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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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info:eu-repo/semantics/openAccess |
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openAccess |
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application/pdf |
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IEEE |
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IEEE |
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