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Guest Lecture

José del R. Millán

ISIS, Joint Research Centre, European Commission, Ispra, Italy

Adaptive Brain Interfaces

Date Wednesday, 20 January 1999
Place Room A414, Department of Computer Science
University of Helsinki, Teollisuuskatu 23
Time 15.00-16.30


Abstract

This talk will present 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.

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