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Backpropagation: Theory, Architectures, and Applications (Developments in Connectionist Theory Series) - Hardcover
Synopsis
Composed of three sections, this book presents the most popular training algorithm for neural networks: backpropagation. The first section presents the theory and principles behind backpropagation as seen from different perspectives such as statistics, machine learning, and dynamical systems. The second presents a number of network architectures that may be designed to match the general concepts of Parallel Distributed Processing with backpropagation learning. Finally, the third section shows how these principles can be applied to a number of different fields related to the cognitive sciences, including control, speech recognition, robotics, image processing, and cognitive psychology. The volume is designed to provide both a solid theoretical foundation and a set of examples that show the versatility of the concepts. Useful to experts in the field, it should also be most helpful to students seeking to understand the basic principles of connectionist learning and to engineers wanting to add neural networks in general -- and backpropagation in particular -- to their set of problem-solving methods.
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- PublisherPsychology Press
- Publication date1995
- ISBN 10 080581258X
- ISBN 13 9780805812589
- BindingHardcover
- Number of pages574
- EditorChauvin Yves, Rumelhart David E.
- Rating
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Backpropagation: Theory, Architectures, and Applications (Developments in Connectionist Theory Series)
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Backpropagation: Theory, Architectures, and Applications (Developments in Connectionist Theory)
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Backpropagation Theory, Architectures, and Applications Developments in Connectionist Theory Series
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Backpropagation: Theory, Architectures, and Applications
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Backpropagation: Theory, Architectures, and Applications
Published by
Lawrence Erlbaum Assoc Inc, 1995
ISBN 10: 080581258X
ISBN 13: 9780805812589
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Hardcover
Seller: Revaluation Books, Exeter, United Kingdom
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Hardcover. Condition: Brand New. 1st edition. 576 pages. 9.50x6.50x1.75 inches. In Stock. Seller Inventory # x-080581258X
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Backpropagation
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Yves Chauvin, David E. RumelhartComposed of three sections, this book presents the most popular training algorithm for neural networks: backpropagation. The first section presents the theory and principles behind backpropagation as seen from diff. Seller Inventory # 595018190
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Backpropagation : Theory, Architectures, and Applications
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ISBN 13: 9780805812589
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Buch. Condition: Neu. Neuware - Composed of three sections, this book presents the most popular training algorithm for neural networks: backpropagation. Seller Inventory # 9780805812589
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