PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

What are the Causes of Performance Variation in Brain-Computer Interfacing?
Moritz Grosse-Wentrup
International Journal of Bioelectromagnetism 2010.


While research on brain-computer interfacing (BCI) has seen tremendous progress in recent years, performance still varies substantially between as well as within subjects, with roughly 10 - 20% of subjects being incapable of successfully operating a BCI system. In this short report, I argue that this variation in performance constitutes one of the major obstacles that impedes a successful commercialization of BCI systems. I review the current state of research on the neuro-physiological causes of performance variation in BCI, discuss recent progress and open problems, and delineate potential research programs for addressing this issue.

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EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Brain Computer Interfaces
ID Code:7844
Deposited By:Moritz Grosse-Wentrup
Deposited On:17 March 2011