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A distributed model of spatial visual attention

Julien Vitay 1 Nicolas Rougier 1 Frédéric Alexandre 1
1 CORTEX - Neuromimetic intelligence
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : Although biomimetic autonomous robotics relies on the massively parallel architecture of the brain, a key issue for designers is to temporally organize behaviour. The distributed representation of the sensory information has to be coherently processed to generate relevant actions. In the visuomotor domain, we propose here a model of visual exploration of a scene by the means of localized computations in neural populations whose architecture allows the emergence of a coherent behaviour of sequential scanning of salient stimuli. It has been implemented on a real robotic platform exploring a moving and noisy scene including several identical targets.
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https://hal.inria.fr/inria-00000145
Contributor : Nicolas P. Rougier Connect in order to contact the contributor
Submitted on : Friday, September 16, 2005 - 3:41:12 PM
Last modification on : Friday, February 4, 2022 - 3:14:57 AM

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  • HAL Id : inria-00000145, version 1

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Julien Vitay, Nicolas Rougier, Frédéric Alexandre. A distributed model of spatial visual attention. S. Wermter, G. Palm and M. Elshaw. Biomimetic Neural Learning for Intelligent Robotics, 3575 (3575), Springer-Verlag, pp.54-72, 2005, Lecture Notes in Computer Science, 3-540-27440-5. ⟨inria-00000145⟩

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