Personalized Brain-Computer Interface and Its Applications

被引:18
|
作者
Ma, Yixin [1 ,2 ]
Gong, Anmin [3 ]
Nan, Wenya [4 ]
Ding, Peng [1 ,2 ]
Wang, Fan [1 ,2 ]
Fu, Yunfa [1 ,2 ]
机构
[1] Kunming Univ Sci & Technol, Fac Informat Engn & Automat, Kunming 650500, Peoples R China
[2] Kunming Univ Sci & Technol, Brain Cognit & Brain Comp Intelligence Integrat Gr, Kunming 650500, Peoples R China
[3] Chinese Peoples Armed Police Force Engn Univ, Sch Informat Engn, Xian 710086, Peoples R China
[4] Shanghai Normal Univ, Coll Educ, Dept Psychol, Shanghai 200234, Peoples R China
来源
JOURNAL OF PERSONALIZED MEDICINE | 2023年 / 13卷 / 01期
基金
中国国家自然科学基金;
关键词
personalized brain-computer interface (pBCI); specific BCI user; customized brain-computer interface (cBCI); general brain-computer interface (gBCI); brain-computer interface (BCI); ASSISTIVE TECHNOLOGY; STIMULATION; NEUROREHABILITATION; RESTORATION; TETRAPLEGIA; PERFORMANCE; RESPONSES; ALCOHOL; CHANNEL; PEOPLE;
D O I
10.3390/jpm13010046
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
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.
引用
收藏
页数:25
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