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Anglický jazyk
Recurrent Neural Networks and Soft Computing
Autor: Mahmoud Elhefnawi
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.... Viac o knihe
Na objednávku
151.43 €
bežná cena: 159.40 €
O knihe
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.
- Vydavateľstvo: IntechOpen
- Rok vydania: 2012
- Formát: Hardback
- Rozmer: 266 x 185 mm
- Jazyk: Anglický jazyk
- ISBN: 9789535104094
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