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Personalized Brain–Computer Interface and Its Applications
Brain–computer interfaces (BCIs) are a new technology that subverts traditional human–computer interaction, where the control signal source comes directly from the user’s brain. When a general BCI is used for practical applications, it is difficult for it to meet the needs of different individuals b...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9861730/ https://www.ncbi.nlm.nih.gov/pubmed/36675707 http://dx.doi.org/10.3390/jpm13010046 |
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author | Ma, Yixin Gong, Anmin Nan, Wenya Ding, Peng Wang, Fan Fu, Yunfa |
author_facet | Ma, Yixin Gong, Anmin Nan, Wenya Ding, Peng Wang, Fan Fu, Yunfa |
author_sort | Ma, Yixin |
collection | PubMed |
description | Brain–computer interfaces (BCIs) are a new technology that subverts traditional human–computer interaction, where the control signal source comes directly from the user’s brain. When a general BCI is used for practical applications, it is difficult for it to meet the needs of different individuals because of the differences among individual users in physiological and mental states, sensations, perceptions, imageries, cognitive thinking activities, and brain structures and functions. For this reason, it is necessary to customize personalized BCIs for specific users. So far, few studies have elaborated on the key scientific and technical issues involved in personalized BCIs. In this study, we will focus on personalized BCIs, give the definition of personalized BCIs, and detail their design, development, evaluation methods and applications. Finally, the challenges and future directions of personalized BCIs are discussed. It is expected that this study will provide some useful ideas for innovative studies and practical applications of personalized BCIs. |
format | Online Article Text |
id | pubmed-9861730 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98617302023-01-22 Personalized Brain–Computer Interface and Its Applications Ma, Yixin Gong, Anmin Nan, Wenya Ding, Peng Wang, Fan Fu, Yunfa J Pers Med Review Brain–computer interfaces (BCIs) are a new technology that subverts traditional human–computer interaction, where the control signal source comes directly from the user’s brain. When a general BCI is used for practical applications, it is difficult for it to meet the needs of different individuals because of the differences among individual users in physiological and mental states, sensations, perceptions, imageries, cognitive thinking activities, and brain structures and functions. For this reason, it is necessary to customize personalized BCIs for specific users. So far, few studies have elaborated on the key scientific and technical issues involved in personalized BCIs. In this study, we will focus on personalized BCIs, give the definition of personalized BCIs, and detail their design, development, evaluation methods and applications. Finally, the challenges and future directions of personalized BCIs are discussed. It is expected that this study will provide some useful ideas for innovative studies and practical applications of personalized BCIs. MDPI 2022-12-26 /pmc/articles/PMC9861730/ /pubmed/36675707 http://dx.doi.org/10.3390/jpm13010046 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Ma, Yixin Gong, Anmin Nan, Wenya Ding, Peng Wang, Fan Fu, Yunfa Personalized Brain–Computer Interface and Its Applications |
title | Personalized Brain–Computer Interface and Its Applications |
title_full | Personalized Brain–Computer Interface and Its Applications |
title_fullStr | Personalized Brain–Computer Interface and Its Applications |
title_full_unstemmed | Personalized Brain–Computer Interface and Its Applications |
title_short | Personalized Brain–Computer Interface and Its Applications |
title_sort | personalized brain–computer interface and its applications |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9861730/ https://www.ncbi.nlm.nih.gov/pubmed/36675707 http://dx.doi.org/10.3390/jpm13010046 |
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