[Todos] Coloquios del Departamento de Física
Pablo Dmitruk
pdmitruk en df.uba.ar
Lun Mayo 18 15:56:47 ART 2009
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COLOQUIOS DEL DEPARTAMENTO DE FÍSICA FCEyN - UBA
Charla, café y galletitas
En el Aula Federman, 1er piso, Pabellón I,
Ciudad Universitaria
Brain-computer interface: Reading the brain in real-time
El próximo jueves 21 de mayo a las 14 hs
Lucas Parra
City University of New York
During normal function neurons in the brain produce ionic currents
that can be measured as electric field potentials. These signals
provide an unique window into the temporal aspects of neuronal
activity. They allow us to monitor, and indeed, modulate neuronal
timing. Since we are interested in the human brain we use non-invasive
electrodes and have to cope with low signal-to-noise ratios (SNR). The
talk will present a framework for extracting single-trial information
from functional imaging data with low SNR. When applied to
surface-electrode signals (EEG) these tools are remarkably successful
at extracting timing information, surpassing in fact the temporal
accuracy of human behavioral response. We have given a dramatic
demonstration of this by using these timing signals for a
brain-computer interface in the context of broad-area image search.
For this task we were able to show 400% improvement in human search
performance.
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