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portada Recurrent Neural Networks for Temporal Data Processing
Type
Physical Book
Publisher
Language
English
Pages
114
Format
Hardcover
ISBN13
9789533076850

Recurrent Neural Networks for Temporal Data Processing

Cardot Hubert (Author) · Intechopen · Hardcover

Recurrent Neural Networks for Temporal Data Processing - Cardot Hubert

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Synopsis "Recurrent Neural Networks for Temporal Data Processing"

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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