Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification
Language: English
Published by Wiley-Interscience, 1992
- Hardcover
- Used
Seller: Ammareal, Morangis, FranceAmmareal
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Ancien livre de bibliothèque avec équipements. Sans jaquette. Couverture différente. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Good. Former library book. No dust jacket. Different cover. Ammareal gives back up to 15% of this item's net price to charity organizations.
Seller Inventory # G-291-000
- Title
- Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification
- Author
- Tomas Hrycej
- Publisher
- Wiley-Interscience
- Publication year
- 1992
- Condition
- Bon
- Binding
- No jacket
- Language
- English
- ISBN 10
- 0471571547
- ISBN 13
- 9780471571544
Provides evidence that modular learning is helpful in improving learning performance. Numerous approaches were tested including decomposition of learning into modules using various learning types (supervised and unsupervised learning); decomposition of the mapping to be represented (linear and nonlinear parts); decomposition of the neural network to minimize harmful interaction during learning; decomposition of the application task into subtasks that are learned separately; and decomposition into a knowledge-based part and a learning part. These methods were tested on two ``benchmark'' cases--a medical classification problem (7,200 cases of thyroid disorder) and a handwritten digits classification problem (20,000 cases).
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Ammareal est une librairie professionnelle spécialisée dans le livre d’occasion. Nous expédions partout dans le monde. Nous avons plus de 250 000 ouvrages en stock dont un grand nombre de livres techniques et académiques. Nous reversons jusqu’à 15% du prix de vente de chaque livre à des organisations caritatives, des bibliothèques et des associations luttant contre l’illettrisme. Ce que nous ne vendons pas nous le donnons, ce que nous ne donnons pas nous le recyclons.
Ammareal is a professional bookseller speciliazed in used books. We ship worldwide. We have more than 250 000 books in stock, including a large number of technical and university-level books. We give back up to 15% of the price of each book to charities, libraries and organizations fighting in favor of literacy. What we do not sell, we give, what we do not give we recycle.
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