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Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification

Tomas Hrycej




[PDF.mm87] Modular Learning in Neural Networks: A Modularized Approach to Neural Network Classification

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 | #9465982 in Books |  1992-09-25 | Original language:English | PDF # 1 |  9.57 x.87 x6.42l,.0 | File type: PDF | 256 pages

||From the Publisher|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); decompo

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 separate...

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