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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| Published in: | Control systems & computers |
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| Date: | 2020 |
| Main Authors: | , |
| Format: | Article |
| Language: | English |
| Published: |
Міжнародний науково-навчальний центр інформаційних технологій і систем НАН та МОН України
2020
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| Subjects: | |
| Online Access: | https://nasplib.isofts.kiev.ua/handle/123456789/181183 |
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| Journal Title: | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| Cite this: | ADALINE Robust Multistep Training Algorithm / O.G. Rudenko, O.O. Bezsonov // Control systems & computers. — 2020. — № 3. — С. 15-27. — Бібліогр.: 40 назв. — англ. |