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Recurrent Neural Networks and Soft Computing
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(Buch) |
Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!
| Lieferstatus: |
 i.d.R. innert 7-14 Tagen versandfertig |
| Veröffentlichung: |
März 2012
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| Genre: |
EDV / Informatik |
| ISBN: |
9789535104094 |
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EAN-Code:
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9789535104094 |
| Verlag: |
IntechOpen |
| Einband: |
Gebunden |
| Sprache: |
English
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| Dimensionen: |
H 266 mm / B 185 mm / D 26 mm |
| Gewicht: |
871 gr |
| Seiten: |
304 |
| Bewertung: |
Titel bewerten / Meinung schreiben
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| Inhalt: |
| 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. |
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