Convergence performance analysis of an adaptive kernel width MCC algorithm

A fixed kernel width in MCC algorithm imposes a trade-off among robustness, convergence rate and steady-state accuracy. With a variable kernel width, the adaptive kernel width MCC (AMCC) algorithm can improve the learning speed of the MCC algorithm especially when the initial weight vector is far aw...

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Vydané v:	International journal of electronics and communications Ročník 76; s. 71 - 76
Hlavní autori:	Wang, Weihua, Zhao, Jihong, Qu, Hua, Chen, Badong, Principe, Jose C.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier GmbH 01.06.2017
Predmet:	Adaptive kernel width Convergence performance analysis Maximum correntropy criterion Maximum correntropy criterion Adaptive kernel width Convergence performance analysis
ISSN:	1434-8411, 1618-0399
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