%Aigaion2 BibTeX export from Idiap Publications
%Friday 05 December 2025 06:59:47 AM

@INCOLLECTION{millan:2006:mit-idiap,
                      author = {Mill{\'{a}}n, Jos{\'{e}} del R. and Ferrez, Pierre W. and Buttfield, Anna},
                      editor = {Dornhege, G. and Mill{\'{a}}n, Jos{\'{e}} del R. and Hinterberger, T. and McFarland, D. and M{\"{u}}ller, K. -R.},
                    projects = {Idiap},
                       title = {The IDIAP Brain-Computer Interface: An Asynchronous Multi-Class Approach},
                   booktitle = {Towards Brain-Computer Interfacing},
                        year = {2007},
                   publisher = {The MIT Press},
                    abstract = {In this paper we give an overview of our work on a self-pace asynchronous BCI that responds every 0.5 seconds. A statistical Gaussian classifier tries to recognize three different mental tasks; it may also respond unknown for uncertain samples as the classifier has incorporated statistical rejection criteria. We report our experience with different subjects. We also describe three brain-actuated applications we have developed: a virtual keyboard, a brain game, and a mobile robot (emulating a motorized wheelchair). Finally, we discuss current research directions we are pursuing in order to improve the performance and robustness of our BCI system, especially for real-time control of brain-actuated robots.},
ipdmembership={learning},
}