Recurrent Neural Networks and Soft Computing

ISBN 10: 9535104098 / ISBN 13: 9789535104094

Published by IntechOpen, 2012

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Bibliographic Details

• Title: Recurrent Neural Networks and Soft Computing
• Publisher: IntechOpen
• Publication Date: 2012
• Language: English
• ISBN 10: 9535104098
• ISBN 13: 9789535104094
• Binding: hardcover
• Condition: New
• Book Type: book

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Synopsis

New applications in recurrent neural networks are covered by this book, which will be required reading in the field. Methodological tools covered include ranking indices for fuzzy numbers, a neuro-fuzzy digital filter and mapping graphs of parallel programmes. The scope of the techniques profiled in real-world applications is evident from chapters on the recognition of severe weather patterns, adult and foetal ECGs in healthcare and the prediction of temperature time-series signals. Additional topics in this vein are the application of AI techniques to electromagnetic interference problems, bioprocess identification and I-term control and the use of BRNN-SVM to improve protein-domain prediction accuracy. Recurrent neural networks can also be used in virtual reality and nonlinear dynamical systems, as shown by two chapters.