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Foundations of Wavelet Networks and Applications - S. Sitharama Iyengar, V.V. Phoha
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Traditionally, neural networks and wavelet theory have been two separate disciplines, taught separately and practiced separately. In recent years the offspring of wavelet theory and neural networks-wavelet networks-have emerged and grown vigorously both in research and applications. Yet the material needed to learn or teach wavelet networks has remained scattered in various research monographs. Foundations of Wavelet Networks and Applications unites these two fields in a comprehensive, Traditionally, neural networks and wavelet theory have been two separate disciplines, taught separately and practiced separately. In recent years the offspring of wavelet theory and neural networks-wavelet networks-have emerged and grown vigorously both in research and applications. Yet the material needed to learn or teach wavelet networks has remained scattered in various research monographs. Foundations of Wavelet Networks and Applications unites these two fields in a comprehensive, integrated presentation of wavelets and neural networks. It begins by building a foundation, including the necessary mathematics. A transitional chapter on recurrent learning then leads to an in-depth look at wavelet networks in practice, examining important applications that include using wavelets as stock market trading advisors, as classifiers in electroencephalographic drug detection, and as predictors of chaotic time series. The final chapter explores concept learning and approximation by wavelet networks. The potential of wavelet networks in engineering, economics, and social science applications is rich and still growing. Foundations of Wavelet Networks and Applications prepares and inspires its readers not only to help ensure that potential is achieved, but also to open new frontiers in research and applications. Textbooks New, Books~~Computers~~Computer Engineering, Foundations-of-Wavelet-Networks-and-Applications~~S-Sitharama-Sitharama-Iyengar, 999999999, Foundations of Wavelet Networks and Applications, S. Sitharama Iyengar, V.V. Phoha, 1584882743, Taylor & Francis, , , , , Taylor & Francis

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Iyengar, S. Sitharama, Phoha, V.V:

Foundations of Wavelet Networks and Applications - gebrauchtes Buch

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Foundations of Wavelet Networks and Applications Foundations-of-Wavelet-Networks-and-Applications~~S-Sitharama-Sitharama-Iyengar Science/Tech>Mathematics>Mathematics Hardcover, Taylor & Francis

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Foundations of Wavelet Networks and Applications
Autor:

Iyengar, S. S.; Cho, E. C.; Phoha, V. V.

Titel:

Foundations of Wavelet Networks and Applications

ISBN-Nummer:

9781584882749

Traditionally, neural networks and wavelet theory have been two separate disciplines, taught separately and practiced separately. Foundations of Wavelet Networks and Applications unites these two fields to provide a comprehensive, integrated presentation of wavelets and neural networks that forms a self-contained treatment of wavelet networks that requires minimal prerequisites. Focusing on establishing insight and understanding rather than rigorous mathematical foundations, it prepares and inspires readers not only to help ensure that the potential of wavelet networks is achieved, but also to open new frontiers in research and applications. Each chapter includes exercises.

Detailangaben zum Buch - Foundations of Wavelet Networks and Applications


EAN (ISBN-13): 9781584882749
ISBN (ISBN-10): 1584882743
Gebundene Ausgabe
Erscheinungsjahr: 2002
Herausgeber: CHAPMAN & HALL
288 Seiten
Gewicht: 0,531 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 25.06.2007 16:57:11
Buch zuletzt gefunden am 23.10.2016 20:22:01
ISBN/EAN: 9781584882749

ISBN - alternative Schreibweisen:
1-58488-274-3, 978-1-58488-274-9

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