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Synopsis
This study evaluates the state of the art in the area of neural networks from the engineering perspective. The book examines ways of improving the engineering involved in neural network modelling and control, so that the theoretical power of learning systems can be harnessed for practical applications. The book seeks to answer a number of questions, such as which network architecture for which application? Can constructive learning algorithms capture the underlying dynamics while avoiding overfitting? How can we introduce a priori knowledge or models into neural networks? Can experimental design and active learning be used automatically to create "optimal" training sets? And finally, how can we validate a neural network model?
"synopsis" may belong to another edition of this title.
Synopsis
This study evaluates the state of the art in the area of neural networks from the engineering perspective. The book examines ways of improving the engineering involved in neural network modelling and control, so that the theoretical power of learning systems can be harnessed for practical applications. The book seeks to answer a number of questions, such as which network architecture for which application? Can constructive learning algorithms capture the underlying dynamics while avoiding overfitting? How can we introduce a priori knowledge or models into neural networks? Can experimental design and active learning be used automatically to create "optimal" training sets? And finally, how can we validate a neural network model?
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Neural Network Engineering in Dynamic Control Systems
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Advances in Industrial Control, Springer-Verlag London Limited, London, 1995
ISBN 10: 354019973X
ISBN 13: 9783540199731
Used
Hardcover
Seller: Librerķa Ofisierra, Galapagar, M, Spain
Seller rating 5 out of 5 stars
Hardcover. Good condition. Ex-library book. Has stickers on front endpaper and spine, name written on title page. Libro. Seller Inventory # 138340
Quantity: 1 available
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Neural Network Engineering in Dynamic Control Systems (Advances in Industrial Control)
Seller: Buchpark, Trebbin, Germany
Seller rating 5 out of 5 stars
Condition: Sehr gut. Zustand: Sehr gut | Seiten: 296 | Produktart: Sonstiges. Seller Inventory # 38500503/202
Quantity: 1 available
Stock Image
Neural Network Engineering in Dynamic Control Systems (Advances in Industrial Control)
Seller: Buchpark, Trebbin, Germany
Seller rating 5 out of 5 stars
Condition: Sehr gut. Zustand: Sehr gut | Seiten: 296 | Produktart: Sonstiges. Seller Inventory # 38500503/2
Quantity: 2 available
Stock Image
Neural Network Engineering in Dynamic Control Systems (Advances in Industrial Control)
Seller: Buchpark, Trebbin, Germany
Seller rating 5 out of 5 stars
Condition: Gut. Zustand: Gut | Seiten: 296 | Produktart: Sonstiges. Seller Inventory # 38500503/3
Quantity: 1 available