The effect of adaptive parameters on the performance of back propagation

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The effect of adaptive parameters on the performance of back propagation

The Back Propagation algorithm or its variation on Multilayered Feedforward Networks is widely used in many applications. However, this algorithm is well-known to have difficulties with local minima problem particularly caused by neuron saturation in the hidden layer. Most existing approaches mod...

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Bibliographic Details
Main Author:	Abdul Hamid, Norhamreeza
Format:	Thesis
Language:	English English English
Published:	2012
Subjects:	Q Science (General) Q300-390 Cybernetics
Online Access:	http://eprints.uthm.edu.my/2344/ http://eprints.uthm.edu.my/2344/1/24p%20NORHAMREEZA%20ABDUL%20HAMID.pdf http://eprints.uthm.edu.my/2344/2/NORHAMREEZA%20ABDUL%20HAMID%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/2344/3/NORHAMREEZA%20ABDUL%20HAMID%20WATERMARK.pdf

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