Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification - Hardcover
Synopsis
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).
"synopsis" may belong to another edition of this title.
Search results for Modular Learning in Neural Networks: A Modularized...
Stock Image
Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification
Seller: HPB-Red, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
hardcover. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_445857506
Seller Image
Modular learning in neural networks
Seller: Alcaná Libros, Madrid, M, Spain
Seller rating 5 out of 5 stars
tapa dura. Condition: Bien. Modular learning in neural networks : a modularized approach to neural network classification New York. 1992. 25 cm. xiii, 235 pages. Encuadernación en tapa dura de editorial con sobrecubierta. Idioma Inglés. Sixth-generation computer technology series. Includes index . ISBN: 0471571547 (=3134558=) PC188. Seller Inventory # 3134558
Buy Used
US$ 50.48
US$ 47.20 shipping
Ships from Spain to U.S.A.
Ships from Spain to U.S.A.
Quantity: 1 available
Stock Image
Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification
Seller: Ammareal, Morangis, France
Seller rating 5 out of 5 stars
No jacket. Condition: Bon. 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
Buy Used
US$ 93.58
US$ 24.19 shipping
Ships from France to U.S.A.
Ships from France to U.S.A.
Quantity: 1 available
Stock Image
Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification (Sixth-Generation Computer Technology Series)
Seller: Buchpark, Trebbin, Germany
Seller rating 5 out of 5 stars
Condition: Sehr gut. Zustand: Sehr gut | Seiten: 235 | Sprache: Englisch | Produktart: Bücher | Keine Beschreibung verfügbar. Seller Inventory # 37408107/202
Buy Used
US$ 59.49
US$ 123.91 shipping
Ships from Germany to U.S.A.
Ships from Germany to U.S.A.
Quantity: 1 available