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 ...
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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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Add this copy of Modular Learning in Neural Networks: A Modularized to cart. $50.00, new condition, Sold by Marsarbooks rated 5.0 out of 5 stars, ships from Cambridge, UNITED KINGDOM, published 1992 by Wiley-Interscience.
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New in new dust jacket. Excellent as new condition, perfect mint. A brand new copy of this excellent text covers engineering aspects, complexity aspects, psychological aspects, and neurobiological aspects. Sewn binding. Cloth over boards. 235+ pages, includes illustrations, references, index.
Add this copy of Modular Learning in Neural Networks: a Modularized to cart. $90.18, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Santa Clarita, CA, UNITED STATES, published 1992 by Wiley-Interscience.
