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Towards Context-Aware Brain-Computer Interfaces

Brain-computer Interface - Electroencephalography (EEG)

Summary

Brain-computer interfaces allow individuals with disabilities to communicate using only their thoughts. However, long-term BCI performance is often compromised by changes in the mental state of the BCI user. For instance, users often experience changes in fatigue, frustration, and distraction during BCI operation. However, BCIs do not have any way to react to these changes appropriately, and, consequently, exhibit decreased performance when they occur. In this study, we are investigating ways to detect these underlying changes in mental state in real-time and develop a BCI that can adapt to them to ensure that high performance is maintained over long periods of time.

Researcher(s)

Tom Chau, PhD, PEng


Learn more about this study




Please do not share any confidential information. The research team will contact you by phone or email to provide more details about this study.