A library to implement neural networks on MIMD machines

Yann Boniface 1 Frédéric Alexandre 1 Stéphane Vialle 1
1 CORTEX - Neuromimetic intelligence
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : This paper presents a library dedicated to artificial neural networks development. The code, in classic C, obtained while using the functions of our library may be compiled and run on both types of computer architectures, namely sequential and general purpose shared memory MIMD parallel. Moreover, our library allows, with its small set of functions, artificial neural networks developers to design and implement their models while respecting the parallel characteristics of neuronal formalism. More generally, our library is a bridge between two parallel granularities, the fine grain of neuronal models and the medium grain of the MIMD computers.
Type de document :
Communication dans un congrès
P. Amestoy, P. Berger, M. Daydé, I. Duff, V. Frayssé, L. Giraud, D. Ruiz. Euro-Par'99 Parallel Processing, 1999, Toulouse, France, Springer-Verlag, 1685, pp.935-938, 1999, Lecture Notes in Computer Science
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https://hal.inria.fr/inria-00099014
Contributeur : Publications Loria <>
Soumis le : mardi 26 septembre 2006 - 08:41:30
Dernière modification le : jeudi 11 janvier 2018 - 06:19:48

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  • HAL Id : inria-00099014, version 1

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Yann Boniface, Frédéric Alexandre, Stéphane Vialle. A library to implement neural networks on MIMD machines. P. Amestoy, P. Berger, M. Daydé, I. Duff, V. Frayssé, L. Giraud, D. Ruiz. Euro-Par'99 Parallel Processing, 1999, Toulouse, France, Springer-Verlag, 1685, pp.935-938, 1999, Lecture Notes in Computer Science. 〈inria-00099014〉

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