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Statistical active learning in multilayer perceptrons

โœ Scribed by Fukumizu, K.


Book ID
120671936
Publisher
IEEE
Year
2000
Tongue
English
Weight
213 KB
Volume
11
Category
Article
ISSN
1045-9227

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Learning in multilayer perceptrons using
โœ V.P. Plagianakos; G.D. Magoulas; M.N. Vrahatis ๐Ÿ“‚ Article ๐Ÿ“… 2001 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 337 KB

Learning algorithms for multilayer perceptrons are usually based on local minimization methods that can be often trapped in a local minimum of the error function. In this work, the use of global optimization strategies for training multilayer perceptrons is investigated. These methods are expected t