Recurrent Neural Networks for Temporal Data Processing

• Other Authors: Cardot, Hubert (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: IntechOpen 2011
• Subjects: Artificial intelligence; Neural networks & fuzzy systems
• Online Access: DOAB: download the publication; DOAB: description of the publication

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...