Emergence of attention within a neural population

نویسندگان

  • Nicolas P. Rougier
  • Julien Vitay
چکیده

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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عنوان ژورنال:
  • Neural networks : the official journal of the International Neural Network Society

دوره 19 5  شماره 

صفحات  -

تاریخ انتشار 2006