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Brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. A literature review

The aim of this article is to explore a paradigm shift on Brain Computer Interface (BCI) research, as well as on intervention best practices for training and rehabilitation of students with neurodevelopmental disorders. Recent studies indicate that BCI devices have positive impact on students'...

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Autores principales: Papanastasiou, George, Drigas, Athanasios, Skianis, Charalabos, Lytras, Miltiadis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7482019/
https://www.ncbi.nlm.nih.gov/pubmed/32954024
http://dx.doi.org/10.1016/j.heliyon.2020.e04250
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author Papanastasiou, George
Drigas, Athanasios
Skianis, Charalabos
Lytras, Miltiadis
author_facet Papanastasiou, George
Drigas, Athanasios
Skianis, Charalabos
Lytras, Miltiadis
author_sort Papanastasiou, George
collection PubMed
description The aim of this article is to explore a paradigm shift on Brain Computer Interface (BCI) research, as well as on intervention best practices for training and rehabilitation of students with neurodevelopmental disorders. Recent studies indicate that BCI devices have positive impact on students' attention skills and working memory as well as on other skills, such as visuospatial, social, imaginative and emotional abilities. BCI applications aim to emulate humans' brain and address the appropriate understanding for each student's neurodevelopmental disorders. Studies conducted to provide knowledge about BCI-based intervention applications regarding memory, attention, visuospatial, learning, collaboration, and communication, social, creative and emotional skills are highlighted. Only non-invasive BCI type of applications are being investigated based upon representative, non-exhaustive and state-of-the-art studies within the field. This article examines the progress of BCI research so far, while different BCI paradigms are investigated. BCI-based applications could successfully regulate students' cognitive abilities when used for their training and rehabilitation. Future directions to investigate BCI-based applications for training and rehabilitation of students with neurodevelopmental disorders concerning the different populations involved are discussed.
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spelling pubmed-74820192020-09-17 Brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. A literature review Papanastasiou, George Drigas, Athanasios Skianis, Charalabos Lytras, Miltiadis Heliyon Review Article The aim of this article is to explore a paradigm shift on Brain Computer Interface (BCI) research, as well as on intervention best practices for training and rehabilitation of students with neurodevelopmental disorders. Recent studies indicate that BCI devices have positive impact on students' attention skills and working memory as well as on other skills, such as visuospatial, social, imaginative and emotional abilities. BCI applications aim to emulate humans' brain and address the appropriate understanding for each student's neurodevelopmental disorders. Studies conducted to provide knowledge about BCI-based intervention applications regarding memory, attention, visuospatial, learning, collaboration, and communication, social, creative and emotional skills are highlighted. Only non-invasive BCI type of applications are being investigated based upon representative, non-exhaustive and state-of-the-art studies within the field. This article examines the progress of BCI research so far, while different BCI paradigms are investigated. BCI-based applications could successfully regulate students' cognitive abilities when used for their training and rehabilitation. Future directions to investigate BCI-based applications for training and rehabilitation of students with neurodevelopmental disorders concerning the different populations involved are discussed. Elsevier 2020-09-05 /pmc/articles/PMC7482019/ /pubmed/32954024 http://dx.doi.org/10.1016/j.heliyon.2020.e04250 Text en © 2020 Published by Elsevier Ltd. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Review Article
Papanastasiou, George
Drigas, Athanasios
Skianis, Charalabos
Lytras, Miltiadis
Brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. A literature review
title Brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. A literature review
title_full Brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. A literature review
title_fullStr Brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. A literature review
title_full_unstemmed Brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. A literature review
title_short Brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. A literature review
title_sort brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. a literature review
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7482019/
https://www.ncbi.nlm.nih.gov/pubmed/32954024
http://dx.doi.org/10.1016/j.heliyon.2020.e04250
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