Title: IMPROVEMENTS TO THE BACKPROPAGATION ALGORITHM
Abstract: ABSTACT: This paper presents some simple techniques to improve the backpropagation algorithm. Since learning in neural networks is an NP-complete problem and since traditional gradient descent methods are rather slow, many alternatives have been tried in order to accelerate convergence. Some of the proposed methods are mutually compatible and a combination of them normally works better than each method alone.
Publication Year: 2012
Publication Date: 2012-12-01
Language: en
Type: article
Indexed In: ['doaj']
Access and Citation
Cited By Count: 6
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