Neural Networks and Their Applications - Couverture rigide

 
9780471962823: Neural Networks and Their Applications
Couverture rigide
ISBN 10 : 0471962821 ISBN 13 : 9780471962823
Editeur : John Wiley & Sons Inc, 1996

Synopsis

Neural networks are one of the fast-growing paradigms for learning systems with a wide variety of potential applications in industry. In particular there are general results which prove the universal applicability of neural networks to many problems. There is also an ever greater understanding of the underlying manner in which tasks such as classification can be solved optimally by this host of techniques. Through the application of ideas of statistics, dynamical systems theory and information theory the methods are likely to become ever more effective for solving problems previously found to be difficult to tackle using standard techniques. This book compares and contrasts the academic theory and the industrial reality, with case studies and latest research findings from international experts. The contributions describe application areas including finance, digital data transmission, hybrid systems, automotive and aerospace industries, pattern analysis in clinical psychiatry, time series prediction, and genetic and neural algorithms. This book demonstrates the vigour and strength of the subject in solving hard problems and as such will be of great interest to all researchers and professionals with an interest in neural networks.

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À propos de l'auteur

John G. Taylor has been working on consciousness and the mind for many years and has investigated the paranormal, brain imaging, and neural network modeling of brain regions. He is Emeritus Professor of Mathematics at King's College London and is on the Board of Governors of the International Neural Network Society.

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Éditeur
John Wiley & Sons Inc
Date d'édition
1996
Langue
anglais
ISBN 10 
0471962821
ISBN 13 
9780471962823
Reliure
Relié
Nombre de pages
322
Éditeur
Taylor John G.
Coordonnées du fabricant
non disponible
Personne responsable
non disponible