GPU‐accelerated and mixed norm regularized online extreme learning machine

Summary Extreme learning machine (ELM) is a prominent example of neural network with its fast training speed, and good prediction performance. An online version of ELM called online sequential extreme learning machine (OS‐ELM) has also been proposed for the sequential training. Combined with the nee...

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Veröffentlicht in:	Concurrency and computation Jg. 34; H. 15
Hauptverfasser:	Polat, Önder, Kayhan, Sema Koç
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Hoboken Wiley Subscription Services, Inc 10.07.2022
Schlagworte:	Acceleration Algorithms alternating direction method of multipliers Artificial neural networks extreme learning machine graphics processing unit Graphics processing units Machine learning Neural networks online sequential learning Parameters Regularization Training Tuning
ISSN:	1532-0626, 1532-0634
Online-Zugang:	Volltext
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