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ADALINE Robust Multistep Training Algorithm

The article considers the multi-step ADALINE training algorithm when using the correntropy information criterion as a learning criterion, determines the conditions for the convergence of the algorithm, and shows that in the steady state the resulting estimate is unbiased. The importance of choosing...

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Bibliographic Details
Main Authors: Rudenko, O.G., Bezsonov, O.O.
Format: Article
Language:English
Published: Міжнародний науково-навчальний центр інформаційних технологій і систем НАН та МОН України 2020
Series:Control systems & computers
Subjects:
Online Access:http://dspace.nbuv.gov.ua/handle/123456789/181183
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