Recurrent Neural Networks and Soft Computing

ISBN 10: 9535104098 / ISBN 13: 9789535104094

Editore: IntechOpen, 2012

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Dati bibliografici

• Titolo: Recurrent Neural Networks and Soft Computing
• Editore: IntechOpen
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 9535104098
• ISBN 13: 9789535104094
• Rilegatura: hardcover
• Condizione: New
• Tipo di libro: book

Descrizione articolo

Riassunto

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.