A GPU-based accelerated ELM and deep-ELM training algorithms for traditional and deep neural networks classifiers

The extreme learning machine (ELM) has been effectively used for training single-layer neural networks. In recent years, great attention has been paid to deep extreme learning machine (D-ELM) structures. Deep neural network structures are trained via the ELM method. Some stacked auto-encoders follow...

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Bibliographic Details

Published in:	Intelligent Systems with Applications
Main Authors:	Arezoo Moradi Chegni, Behnam Ghavami, Mahdi Eftekhari
Format:	Article
Language:	English
Published:	Elsevier 2022-09-01
Subjects:	Extreme learning machine Deep extreme learning machine Auto-encoder CPU GPU
Online Access:	http://www.sciencedirect.com/science/article/pii/S2667305322000382