Author:
Ma Yixin,Gong Anmin,Nan Wenya,Ding Peng,Wang Fan,Fu Yunfa
Abstract
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.
Funder
National Natural Science Foundation of China
Reference104 articles.
1. Ramsey, N.F., and Millán, J.D.R. (2020). Brain-Computer Interfaces, Elsevier.
2. Allison, B.Z., Dunne, S., Leeb, R., Millán, J.D.R., and Nijholt, A. (2012). Towards Practical Brain-Computer Interfaces: Bridging the Gap from Research to Real-World Applications, Springer.
3. A general framework for brain-computer interface design;Mason;IEEE Trans. Neural Syst. Rehabil. Eng.,2003
4. Kawala-Sterniuk, A., Browarska, N., Al-Bakri, A., Pelc, M., Zygarlicki, J., Sidikova, M., Martinek, R., and Gorzelanczyk, E.J. (2021). Summary of over Fifty Years with Brain-Computer Interfaces—A Review. Brain Sci., 11.
5. The history of BCI: From a vision for the future to real support for personhood in people with locked-in syndrome;Neuroethics,2019
Cited by
7 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献