Abstract
This paper presents first results of an Adaptive Brain Interface suitable for deployment outside controlled laboratory settings. It robustly recognizes three purely mental states from on-line spontaneous EEG signals and has them associated to simple commands. Three commands allow to interact intelligently with a computer-based system through task decomposition. Our approach seeks to develop individual interfaces since not two people are the same either physiologically or psychologically. Thus the interface adapts to its owner as its neural classifier learns user-specific filters.
Original language | English |
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Title of host publication | Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings |
Editors | H.K. Chang, Y.T. Zhang |
Publisher | IEEE |
Pages | 2008-2011 |
Number of pages | 4 |
Volume | 4 |
Publication status | Published - 1998 |
Event | Proceedings of the 1998 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Part 4 (of 6) - Hong Kong, China Duration: Oct 29 1998 → Nov 1 1998 |
Other
Other | Proceedings of the 1998 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Part 4 (of 6) |
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City | Hong Kong, China |
Period | 10/29/98 → 11/1/98 |
ASJC Scopus subject areas
- Bioengineering