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Journal Articles

Factoring Networks by a Statistical Method

Nelson Morgan, Hervé Bourlard
Publisher: Journals Gateway
Neural Computation (1992) 4 (6): 835–838.
DOI: https://doi.org/10.1162/neco.1992.4.6.835
Published: 01 November 1992
Abstract
We show that it is possible to factor a multilayered classification network with a large output layer into a number of smaller networks, where the product of the sizes of the output layers equals the size of the original output layer. No assumptions of statistical independence are required.
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