Online sequential ELM algorithm with forgetting factor for real applications

Sequential learning algorithms are a good choice for learning data one-by-one or chunk-by-chunk. Liang et al. has proposed OS-ELM algorithm based on the ordinary ELM algorithm, which produces better generalization performance than other famous sequential learning algorithms. One of the deficiencies...

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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 261; pp. 144 - 152
Main Authors:	Zhang, Haigang, Zhang, Sen, Yin, Yixin
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 25.10.2017
Subjects:	Extreme learning machine Forgetting factor Online learning Sequential learning Extreme learning machine Forgetting factor Online learning Sequential learning
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
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