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Progress in Brain Computer Interface: Challenges and Opportunities

Simanto SahaDepartment of Electrical and Electronic Engineering, United International University, Dhaka, BangladeshKhondaker A. MamunAdvanced Intelligent Multidisciplinary Systems (AIMS) Lab, Department of Computer Science and Engineering, United International University, Dhaka, BangladeshKhawza AhmedDepartment of Electrical and Electronic Engineering, United International University, Dhaka, BangladeshRaqibul MostafaDepartment of Electrical and Electronic Engineering, United International University, Dhaka, BangladeshGanesh R. NaikAdelaide Institute for Sleep Health, College of Medicine and Public Health, Flinders University, Adelaide, SA, AustraliaSam DarvishiSchool of Electrical and Electronic Engineering, The University of Adelaide, Adelaide, SA, AustraliaAhsan H. KhandokerHealthcare Engineering Innovation Center, Department of Biomedical Engineering, Khalifa University of Science and Technology, Abu Dhabi, United Arab EmiratesMathias BaumertSchool of Electrical and Electronic Engineering, The University of Adelaide, Adelaide, SA, Australia
2021en
ABI

Аннотация

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.

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