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Adaptive brain interfaces for physically-disabled people (1998).
| Content Provider | CiteSeerX |
|---|---|
| Author | Millan, J. Del R. Marciani, M. G. Babiloni, F. Topani, F. Canale, I. Heikkonen, J. Kaski, K. |
| 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. |
| File Format | |
| Publisher Date | 1998-01-01 |
| Access Restriction | Open |
| Subject Keyword | Adaptive Brain Interface Physically-disabled People Neural Classifier Controlled Laboratory Setting Task Decomposition On-line Spontaneous Eeg Signal Individual Interface User-specific Filter Mental State Computer-based System First Result |
| Content Type | Text |
| Resource Type | Article |
