Skip to Main content Skip to Navigation
Conference papers

Using Neural Dynamics to Switch Attention

Julien Vitay 1 Nicolas P. Rougier 1
1 CORTEX - Neuromimetic intelligence
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : We present a distributed and dynamic model of visual attention based on the Continuum Neural Field Theory that allows to sequentially focus salient locations in an image. A working memory system ensures that the corresponding objects are only focused once, even if they are moving around, such that the visual search is efficient. The model has been implemented on a robotic platform in order to search for natural objects such as fruits.
Complete list of metadata

Cited literature [24 references]  Display  Hide  Download

https://hal.inria.fr/inria-00000144
Contributor : Nicolas P. Rougier <>
Submitted on : Tuesday, July 5, 2005 - 3:12:28 PM
Last modification on : Friday, February 26, 2021 - 3:28:03 PM
Long-term archiving on: : Thursday, April 1, 2010 - 9:53:19 PM

Identifiers

  • HAL Id : inria-00000144, version 1

Collections

Citation

Julien Vitay, Nicolas P. Rougier. Using Neural Dynamics to Switch Attention. International Joint Conference on Neural Networks - IJCNN'05, Jul 2005, Montreal, Canada. ⟨inria-00000144⟩

Share

Metrics

Record views

274

Files downloads

344