Recurrent Neural Networks for Temporal Data Processing

114 Seiten, Hardcover

Kurzbeschreibung des Verlags

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.

• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI) Neuronale Netze und Fuzzysysteme
• ISBN: 9789533076850
• Sprache: Englisch
• Erscheinungsdatum: 09.02.2011
• Größe: 266 x 185 mm
• Verlag: IntechOpen
• Herausgegeben von: Hubert Cardot