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Progress in Brain Computer Interface: Challenges and Opportunities

Authors :
Simanto Saha
Khondaker A. Mamun
Khawza Ahmed
Raqibul Mostafa
Ganesh R. Naik
Sam Darvishi
Ahsan H. Khandoker
Mathias Baumert
Source :
Frontiers in Systems Neuroscience, Vol 15 (2021)
Publication Year :
2021
Publisher :
Frontiers Media S.A., 2021.

Abstract

Brain computer interfaces (BCI) provide a direct communication link between the brain and a computer or other external devices. They offer an extended degree of freedom either by strengthening or by substituting human peripheral working capacity and have potential applications in various fields such as rehabilitation, affective computing, robotics, gaming, and neuroscience. Significant research efforts on a global scale have delivered common platforms for technology standardization and help tackle highly complex and non-linear brain dynamics and related feature extraction and classification challenges. Time-variant psycho-neurophysiological fluctuations and their impact on brain signals impose another challenge for BCI researchers to transform the technology from laboratory experiments to plug-and-play daily life. This review summarizes state-of-the-art progress in the BCI field over the last decades and highlights critical challenges.

Details

Language :
English
ISSN :
16625137
Volume :
15
Database :
Directory of Open Access Journals
Journal :
Frontiers in Systems Neuroscience
Publication Type :
Academic Journal
Accession number :
edsdoj.30bde0e4a49b43aab3e42c4387bd2ba6
Document Type :
article
Full Text :
https://doi.org/10.3389/fnsys.2021.578875