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Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition Assessment

Electroencephalogram (EEG) neurofeedback improves cognitive capacity and behaviors by regulating brain activity, which can lead to cognitive enhancement in healthy people and better rehabilitation in patients. The increased use of EEG neurofeedback highlights the urgent need to reduce the discomfort...

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Detalles Bibliográficos
Autores principales: Pei, Guangying, Wu, Jinglong, Chen, Duanduan, Guo, Guoxin, Liu, Shuozhen, Hong, Mingxuan, Yan, Tianyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6211015/
https://www.ncbi.nlm.nih.gov/pubmed/30314263
http://dx.doi.org/10.3390/s18103396
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author Pei, Guangying
Wu, Jinglong
Chen, Duanduan
Guo, Guoxin
Liu, Shuozhen
Hong, Mingxuan
Yan, Tianyi
author_facet Pei, Guangying
Wu, Jinglong
Chen, Duanduan
Guo, Guoxin
Liu, Shuozhen
Hong, Mingxuan
Yan, Tianyi
author_sort Pei, Guangying
collection PubMed
description Electroencephalogram (EEG) neurofeedback improves cognitive capacity and behaviors by regulating brain activity, which can lead to cognitive enhancement in healthy people and better rehabilitation in patients. The increased use of EEG neurofeedback highlights the urgent need to reduce the discomfort and preparation time and increase the stability and simplicity of the system’s operation. Based on brain-computer interface technology and a multithreading design, we describe a neurofeedback system with an integrated design that incorporates wearable, multichannel, dry electrode EEG acquisition equipment and cognitive function assessment. Then, we evaluated the effectiveness of the system in a single-blind control experiment in healthy people, who increased the alpha frequency band power in a neurofeedback protocol. We found that upregulation of the alpha power density improved working memory following short-term training (only five training sessions in a week), while the attention network regulation may be related to other frequency band activities, such as theta and beta. Our integrated system will be an effective neurofeedback training and cognitive function assessment system for personal and clinical use.
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spelling pubmed-62110152018-11-02 Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition Assessment Pei, Guangying Wu, Jinglong Chen, Duanduan Guo, Guoxin Liu, Shuozhen Hong, Mingxuan Yan, Tianyi Sensors (Basel) Article Electroencephalogram (EEG) neurofeedback improves cognitive capacity and behaviors by regulating brain activity, which can lead to cognitive enhancement in healthy people and better rehabilitation in patients. The increased use of EEG neurofeedback highlights the urgent need to reduce the discomfort and preparation time and increase the stability and simplicity of the system’s operation. Based on brain-computer interface technology and a multithreading design, we describe a neurofeedback system with an integrated design that incorporates wearable, multichannel, dry electrode EEG acquisition equipment and cognitive function assessment. Then, we evaluated the effectiveness of the system in a single-blind control experiment in healthy people, who increased the alpha frequency band power in a neurofeedback protocol. We found that upregulation of the alpha power density improved working memory following short-term training (only five training sessions in a week), while the attention network regulation may be related to other frequency band activities, such as theta and beta. Our integrated system will be an effective neurofeedback training and cognitive function assessment system for personal and clinical use. MDPI 2018-10-11 /pmc/articles/PMC6211015/ /pubmed/30314263 http://dx.doi.org/10.3390/s18103396 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Pei, Guangying
Wu, Jinglong
Chen, Duanduan
Guo, Guoxin
Liu, Shuozhen
Hong, Mingxuan
Yan, Tianyi
Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition Assessment
title Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition Assessment
title_full Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition Assessment
title_fullStr Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition Assessment
title_full_unstemmed Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition Assessment
title_short Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition Assessment
title_sort effects of an integrated neurofeedback system with dry electrodes: eeg acquisition and cognition assessment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6211015/
https://www.ncbi.nlm.nih.gov/pubmed/30314263
http://dx.doi.org/10.3390/s18103396
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