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Conference papers

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 ?
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Submitted on : Tuesday, September 26, 2006 - 10:09:36 AM
Last modification on : Friday, February 4, 2022 - 3:15:47 AM
Long-term archiving on: : Wednesday, March 29, 2017 - 1:21:41 PM


  • HAL Id : inria-00099922, version 1



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. ⟨inria-00099922⟩



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