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Stochastic Models of Neural Networks (Frontiers in Artificial Intelligence and Applications, 102, Band 102) - Hardcover

Turchetti, Claudio

 
9781586033880: Stochastic Models of Neural Networks (Frontiers in Artificial Intelligence and Applications, 102, Band 102)
Hardcover
ISBN 10: 1586033883 ISBN 13: 9781586033880
Verlag: SAGE Publications Ltd, 2025

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
SAGE Publications Ltd
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
1586033883
ISBN 13 
9781586033880
Einband
Gebundene Ausgabe
Anzahl der Seiten
173
Kontakt zum Hersteller
Sage Publications
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