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AN IMPROVED SPECTRAL CONJUGATE GRADIENT NEURAL NETWORK TRAINING ALGORITHM

โœ Scribed by LIVIERIS, IOANNIS E.; PINTELAS, PANAGIOTIS

Book ID
120536785
Publisher
World Scientific Publishing Company
Year
2012
Tongue
English
Weight
394 KB
Volume
21
Category
Article
ISSN
1793-6349

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An algorithm is derived for supervised training in mtdtilayer feedforwardneural networks. Relative to the gradient descent backpropagation algorithm it appears to give bothfaster convergence and improved generalization, whilst preserving the system of backpropagating errors throughthe network.