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Stochastic Models of Neural Networks: v. 102 (Frontiers in Artificial Intelligence and Applications) - Hardcover
Inhaltsangabe
This book is intended to provide a treatment of the theory and applications of Stochastic Neural Networks,that is networks able to learn random processes from experience, on the basis of recent developments on this subject. The mathematical frameworks on which the theory is founded embrace the approximation of non-random functions as well as the theory of stochastic processes. The networks so defined constitute an original and very promising model of human brain neural activity consistent with the need of learning from a stochastic environment. Moreover, the problem of speech modeling, both for synthesis and recognition, is faced as concrete and significant application in the field of artificial intelligence of the theory is presented.
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Aus dem Klappentext
This book is intended to provide a treatment of the theory and applications of Stochastic Neural Networks,that is networks able to learn random processes from experience, on the basis of recent developments on this subject. The mathematical frameworks on which the theory is founded embrace the approximation of non-random functions as well as the theory of stochastic processes. The networks so defined constitute an original and very promising model of human brain neural activity consistent with the need of learning from a stochastic environment. Moreover, the problem of speech modeling, both for synthesis and recognition, is faced as concrete and significant application in the field of artificial intelligence of the theory is presented.
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- VerlagIOS Press
- Erscheinungsdatum2004
- ISBN 10 1586033883
- ISBN 13 9781586033880
- EinbandTapa dura
- SpracheEnglisch
- Anzahl der Seiten192
- Kontakt zum HerstellerNicht verfügbar
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Stochastic models of neural networks - Frontiers in artificial intelligence and applications volume 102.
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Couverture rigide. Zustand: bon. R160225019: 2004. In-8. Relié. Bon état, Couv. convenable, Dos satisfaisant, Intérieur frais. XVIII + 173 pages - ouvrage en anglais - tampon sur la page de garde. . . . Classification Dewey : 420-Langue anglaise. Anglo-saxon. Artikel-Nr. R160225019
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Stochastic Models of Neural Networks
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Buch. Zustand: Neu. Neuware - This book is intended to provide a treatment of the theory and applications of Stochastic Neural Networks,that is networks able to learn random processes from experience, on the basis of recent developments on this subject. The mathematical frameworks on which the theory is founded embrace the approximation of non-random functions as well as the theory of stochastic processes. The networks so defined constitute an original and very promising model of human brain neural activity consistent with the need of learning from a stochastic environment. Moreover, the problem of speech modeling, both for synthesis and recognition, is faced as concrete and significant application in the field of artificial intelligence of the theory is presented. Artikel-Nr. 9781586033880
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