Recurrent Neural Networks for Temporal Data Processing

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129,00 

ISBN: 9533076852
ISBN 13: 9789533076850
Herausgeber: Hubert Cardot
Verlag: IntechOpen
Umfang: 114 S., 19 farbige Illustr.
Erscheinungsdatum: 09.02.2011
Auflage: 1/2011
Format: 1.3 x 26.6 x 18.5
Gewicht: 469 g
Produktform: Gebunden/Hardback
Einband: Gebunden
Artikelnummer: 7583874 Kategorie:

Beschreibung

The RNNs (Recurrent Neural Networks) are a general case of artificial neural networks where the connections are not feed-forward ones only. In RNNs, connections between units form directed cycles, providing an implicit internal memory. Those RNNs are adapted to problems dealing with signals evolving through time. Their internal memory gives them the ability to naturally take time into account. Valuable approximation results have been obtained for dynamical systems.

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