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A Formal Model for Definition and Simulation of Generic Neural Networks

โœ Scribed by M.A. Atencia; G. Joya; F. Sandoval


Book ID
110278515
Publisher
Springer US
Year
2000
Tongue
English
Weight
141 KB
Volume
11
Category
Article
ISSN
1370-4621

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MEASURING AND IMPROVING NEURAL NETWORK G
โœ R.I. LEVIN; N.A.J. LIEVEN; M.H. LOWENBERG ๐Ÿ“‚ Article ๐Ÿ“… 2000 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 316 KB

This paper compares various techniques of measuring the generalization ability of a neural network used for model-updating purposes. An appropriate metric for measuring generalization ability is suggested, and it is used to investigate and compare various neural network architectures and training al