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From Natural to Artificial Intelligence: Numerical processing for cognitive tasks

Frédéric Alexandre 1 Hervé Frezza-Buet 1
1 CORTEX - Neuromimetic intelligence
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : Cognitive modeling can be derived from expert knowledge integration or experimental data analysis. This chapter introduces these two main ways of modeling and concentrates on the latter aspect and the related numerical tools together with their possible role. More precisely, the evolutionary approach is presented for optimization and tuning, artificial neural networks for associative reasoning and the stochastic approach for planning. We then conclude on the need for a modular framework, integrating these numerical and other symbolic tools.
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Submitted on : Tuesday, September 26, 2006 - 10:12:56 AM
Last modification on : Friday, February 4, 2022 - 3:30:56 AM

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Frédéric Alexandre, Hervé Frezza-Buet. From Natural to Artificial Intelligence: Numerical processing for cognitive tasks. Paul Bourgine and Jean-Pierre Nadal. Cognitive Economics, Springer, pp.113-130, 2004. ⟨inria-00099961⟩

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