Very fast Extreme Learning Machine in 5 lines

Version 1.2.0.0 (54.1 KB) by BERGHOUT Tarek

very fast version of Extreme Learning Machine is presented in this code.

1.3K Downloads

Updated 4 Apr 2019

in this code we used a standard version of the Moore-Penrose pseudoinverse of matrix method to train a single hidden layer feedforward network for regression, and we managed the code to be clear and short as it is possible be understood by new newcomers to ELM.

Cite As

BERGHOUT Tarek (2026). Very fast Extreme Learning Machine in 5 lines (https://uk.mathworks.com/matlabcentral/fileexchange/66013-very-fast-extreme-learning-machine-in-5-lines), MATLAB Central File Exchange. Retrieved January 17, 2026.

MATLAB Release Compatibility

Created with R2013b

Compatible with any release

Platform Compatibility

Windows macOS Linux

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Acknowledgements

Inspired by: Outlier-robust extreme learning machine for regression problems

new-ELM

Version	Published	Release Notes
1.2.0.0	4 Apr 2019	more instruction are added inside the code	Toolbox Zip
1.0.0.0	11 Feb 2018		Download