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Recurrent Neural Networks for Temporal Data Processing by Hubert Cardot

Recurrent Neural Networks for Temporal Data Processing

by Hubert Cardot
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Book cover type: Hardcover
  • ISBN13: 9789533076850
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Intechopen
  • Publisher Imprint: Intechopen
  • Publication Date:
  • Pages: 116
  • Original Price: USD 155.0
  • Language: English
  • Edition: N/A
  • Item Weight: 391 grams
  • BISAC Subject(s): Data Science / Neural Networks

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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