InforLorV4, Main, Exploration, bibRecord, 002131

No clock to rule them all

Identifieur interne : 002131 ( Main/Exploration ); précédent : 002130; suivant : 002132

No clock to rule them all

Auteurs : Wahiba Taouali [France] ; Thierry Vieville [France] ; Nicolas P. Rougier [France] ; Frédéric Alexandre [France]

Source :

Journal of Physiology - Paris [ 0928-4257 ] ; 2011-09-12.

RBID : Hal:inria-00636532

English descriptors

mix :
- Asynchronous computation, Central clock, Dynamic neural fields, Neural networks, Numerical methods.

Abstract

This article introduces general concepts and definitions related to the notion of asynchronous computation in the framework of artificial neural networks. Using the dynamic field theory as an illustrative example, we explain why one may want to perform such asynchronous computation and how one can implement it since this computational scheme draws several consequences on both the trajectories and the stability of the whole system. After giving an unequivocal definition of asynchronous computation, we present a few practically usable methods and quantitative bounds that can guarantee most of the mesoscopic properties of the system.

Url:

https://hal.inria.fr/inria-00636532

DOI: 10.1016/j.jphysparis.2011.08.005

Affiliations:

Links toward previous steps (curation, corpus...)

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Le document en format XML

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<idno type="DOI">10.1016/j.jphysparis.2011.08.005</idno>
<series><title level="j">Journal of Physiology - Paris</title>
<idno type="ISSN">0928-4257</idno>
<imprint><date type="datePub">2011-09-12</date>
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<profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>Asynchronous computation</term>
<term>Central clock</term>
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<front><div type="abstract" xml:lang="en">This article introduces general concepts and definitions related to the notion of asynchronous computation in the framework of artificial neural networks. Using the dynamic field theory as an illustrative example, we explain why one may want to perform such asynchronous computation and how one can implement it since this computational scheme draws several consequences on both the trajectories and the stability of the whole system. After giving an unequivocal definition of asynchronous computation, we present a few practically usable methods and quantitative bounds that can guarantee most of the mesoscopic properties of the system.</div>
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<tree><country name="France"><region name="Grand Est"><name sortKey="Taouali, Wahiba" sort="Taouali, Wahiba" uniqKey="Taouali W" first="Wahiba" last="Taouali">Wahiba Taouali</name>
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   |clé=     Hal:inria-00636532
   |texte=   No clock to rule them all
}}

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	Serveur d'exploration sur la recherche en informatique en Lorraine
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Serveur d'exploration sur la recherche en informatique en Lorraine

No clock to rule them all

No clock to rule them all

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