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Recurrent Neural Networks for Temporal Data Processing

Recurrent Neural Networks for Temporal Data Processing

Hardcover - 9789533076850
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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.

Details

Verlag IntechOpen
Ersterscheinung 09. Februar 2011
Maße 26.6 cm x 18.5 cm x 1.3 cm
Gewicht 469 Gramm
Format Hardcover
ISBN-13 9789533076850
Seiten 114