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Emergence of Attention within a Neural Population

Nicolas Rougier 1 Julien Vitay 1
1 CORTEX - Neuromimetic intelligence
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : We present a dynamic model of attention based on the Continuum Neural Field Theory that explains attention as being an emergent property of a neural population. This model is experimentally proved to be very robust and able to track one static or moving target in the presence of very strong noise or in the presence of a lot of distractors, even more salient than the target. This attentional property is not restricted to the visual case and can be considered as a generic attentional process of any spatio-temporal continuous input.
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https://hal.inria.fr/inria-00000143
Contributor : Nicolas P. Rougier <>
Submitted on : Tuesday, July 5, 2005 - 3:08:56 PM
Last modification on : Thursday, July 29, 2021 - 2:16:22 PM
Long-term archiving on: : Thursday, April 1, 2010 - 9:53:16 PM

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Nicolas Rougier, Julien Vitay. Emergence of Attention within a Neural Population. Neural Networks, Elsevier, 2005. ⟨inria-00000143⟩

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