Practical introduction to artificial neural networks

Laurent Bougrain 1
1 CORTEX - Neuromimetic intelligence
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : What are they ? What for are they ? How to use them ? This article wants to answer these three fundamental questions about artificial neural networks that every engineer interested by this machine learning technique asks to oneself. We present the most useful architectures. We explain how to train them using a supervised or an unsupervised learning depending on the task we want to do : regression, discrimination or clustering. What kind of data can one use and how to prepare them ? Finally, we will be interested to which confidence can we give to the observed results ?
Type de document :
Communication dans un congrès
IFAC symposium on automation in Mining, Mineral and Metal Processing - MMM'04, Sep 2004, Nancy, France, 6 p, 2004
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https://hal.inria.fr/inria-00099922
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Soumis le : mardi 26 septembre 2006 - 10:09:36
Dernière modification le : jeudi 11 janvier 2018 - 06:19:48
Document(s) archivé(s) le : mercredi 29 mars 2017 - 13:21:41

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Laurent Bougrain. Practical introduction to artificial neural networks. IFAC symposium on automation in Mining, Mineral and Metal Processing - MMM'04, Sep 2004, Nancy, France, 6 p, 2004. 〈inria-00099922〉

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