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Interpretation and knowledge discovery from the multilayer perceptron network: Opening the black box

โœ Scribed by Marilyn Lougher Vaughn


Publisher
Springer-Verlag
Year
1996
Tongue
English
Weight
864 KB
Volume
4
Category
Article
ISSN
0941-0643

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Derivation of the multilayer perceptron
โœ M.L. Vaughn ๐Ÿ“‚ Article ๐Ÿ“… 1999 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 171 KB

This paper examines the multilayer perceptron (MLP) network from a hidden layer decision region perspective and derives the output layer and hidden layer weight constraints that the network must satisfy in performing a general classification task. This provides a foundation for direct knowledge disc