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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doaj-8266c62d1cb24b52b1f58a82ee55095a2020-11-24T21:24:57ZengMDPI AGSensors1424-82202018-10-011810339610.3390/s18103396s18103396Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition AssessmentGuangying Pei0Jinglong Wu1Duanduan Chen2Guoxin Guo3Shuozhen Liu4Mingxuan Hong5Tianyi Yan6Key Laboratory of Convergence Medical Engineering System and Healthcare Technology, The Ministry of Industry and Information Technology, Beijing Institute of Technology, Beijing 100081, ChinaKey Laboratory of Convergence Medical Engineering System and Healthcare Technology, The Ministry of Industry and Information Technology, Beijing Institute of Technology, Beijing 100081, ChinaSchool of Life Science, Beijing Institute of Technology, Beijing 100081, ChinaSchool of Life Science, Beijing Institute of Technology, Beijing 100081, ChinaValley Christian High School, San Jose, CA 55101, USASchool of Life Science and Medicine, Dalian University of Technology, Liaoning 124221, ChinaKey Laboratory of Convergence Medical Engineering System and Healthcare Technology, The Ministry of Industry and Information Technology, Beijing Institute of Technology, Beijing 100081, ChinaElectroencephalogram (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.http://www.mdpi.com/1424-8220/18/10/3396neurofeedback integrated systemdry electrodealpha band trainingworking memory |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Guangying Pei Jinglong Wu Duanduan Chen Guoxin Guo Shuozhen Liu Mingxuan Hong Tianyi Yan |
spellingShingle |
Guangying Pei Jinglong Wu Duanduan Chen Guoxin Guo Shuozhen Liu Mingxuan Hong Tianyi Yan Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition Assessment Sensors neurofeedback integrated system dry electrode alpha band training working memory |
author_facet |
Guangying Pei Jinglong Wu Duanduan Chen Guoxin Guo Shuozhen Liu Mingxuan Hong Tianyi Yan |
author_sort |
Guangying Pei |
title |
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_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_sort |
effects of an integrated neurofeedback system with dry electrodes: eeg acquisition and cognition assessment |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2018-10-01 |
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. |
topic |
neurofeedback integrated system dry electrode alpha band training working memory |
url |
http://www.mdpi.com/1424-8220/18/10/3396 |
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