Recurrent Neural Networks for Temporal Data Processing (Hardcover) (ISBN-13: 9789533076850)

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.

Author: Hubert Cardot
ISBN-10: 9533076852
ISBN-13: 9789533076850
Publisher: Intechopen
Language: English
Published: 02/09/2011
Pages: 116
Format: Hardcover
Weight: 0.86lbs
Size: 9.61h x 6.69w x 0.31d