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On the biological plausibility of artificial metaplasticity learning algorithm

✍ Scribed by Andina, Diego; Ropero-Peláez, Francisco J.

Book ID
120292137
Publisher
Elsevier Science
Year
2013
Tongue
English
Weight
284 KB
Volume
114
Category
Article
ISSN
0925-2312

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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