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).
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Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification (Sixth Generation Computer Technologies)
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Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification (Sixth Generation Computer Technologies)
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Wiley-Blackwell 24/11/1992, 1992
ISBN 10: 0471571547
ISBN 13: 9780471571544
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Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification
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Modular learning in neural networks
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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
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Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification (Sixth-Generation Computer Technology Series)
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Condition: Sehr gut. Zustand: Sehr gut | Seiten: 235 | Sprache: Englisch | Produktart: Bücher | Keine Beschreibung verfügbar. Seller Inventory # 37408107/202
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