Development of a method for structural optimization of a neural network based on the criterion of resource utilization efficiency

Development of a method for structural optimization of a neural network based on the criterion of resource utilization efficiency

At present, mathematical models in the form of artificial neural networks (ANNs) are widely used to solve problems on approximation. Application of this technology involves a two-stage approach that implies determining the structure for a model of ANN and the implementation of its training. Completi...

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Bibliographic Details
Main Authors: Igor Lutsenko, Oleksii Mykhailenko, Oksana Dmytriieva, Oleksandr Rudkovsky, Denis Mospan, Dmitriy Kukharenko, Hanna Kolomits, Artem Kuzmenko
Format: Article
Language:English
Published: PC Technology Center 2019-04-01
Series:Eastern-European Journal of Enterprise Technologies
Subjects:
artificial neural network
structure optimization
approximation of functions
efficiency criterion
Online Access:http://journals.uran.ua/eejet/article/view/164591

Internet

http://journals.uran.ua/eejet/article/view/164591

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