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A comparative study of the scalability of a sensitivity-based learning algorithm for artificial neural networks

✍ Scribed by Peteiro-Barral, Diego; Guijarro-Berdiñas, Bertha; Pérez-Sánchez, Beatriz; Fontenla-Romero, Oscar

Book ID
123289712
Publisher
Elsevier Science
Year
2013
Tongue
English
Weight
365 KB
Volume
40
Category
Article
ISSN
0957-4174

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## Abstract This paper describes the implementation of nonlinear optimization methods into the learning of neural networks (NN) and the speed efficiency of four proposed improvements into the backpropagation algorithm. The problems of the backpropagation learning method are pointed out first, and t