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Geometrical synthesis of MLP neural networks

โœ Scribed by Rita Delogu; Alessandra Fanni; Augusto Montisci


Book ID
113815313
Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
548 KB
Volume
71
Category
Article
ISSN
0925-2312

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In this paper, a novel information geometric-based variable selection criterion for multi-layer perceptron networks is described. It is based on projections of the Riemannian manifold defined by a multi-layer perceptron network on submanifolds defined by multi-layer perceptron networks with reduced