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Conference Papers Year : 2009

Feedback modulation of BCM's neurons in multi modal environment

Mathieu Lefort
Yann Boniface
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Bernard Girau

Abstract

In Gibson's theory, an object is defined by its interactions with people, named affordances. Affordances raise from the association of the object's sensory perceptions. Bienenstock Cooper and Munro's (BCM's) cells converge to one of the input patterns with a decentralized and unsupervised learning. We want to extend this mechanism in order to develop a generic incremental modalities association paradigm. We introduce a feedback modulation of BCM's neurons to obtain a spatial auto organization. This feedback will be the reflect of the multi modal constraints.
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Dates and versions

hal-00402006 , version 1 (06-07-2009)

Identifiers

  • HAL Id : hal-00402006 , version 1

Cite

Mathieu Lefort, Yann Boniface, Bernard Girau. Feedback modulation of BCM's neurons in multi modal environment. Neurocomp 2009, Sep 2009, Bordeaux, France. pp.P-20. ⟨hal-00402006⟩
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