This algorithm is a basic example that will help to construct a deep belief neural network with Extreme Learning Machine rules (i.e OSELM)
You can use these papers which uses similar paradigms to this algorithm for betters undrestandings
Please cite our papers :
% Berghout, Tarek et al. 2021. “A Deep Supervised Learning Approach for Condition-Based Maintenance of Naval Propulsion Systems.” Ocean Engineering 221: 108525. https://linkinghub.elsevier.com/retrieve/pii/S0029801820314323.
% Berghout, Tarek et al. 2020. “Aircraft Engines Remaining Useful Life Prediction with an Adaptive Denoising Online Sequential Extreme Learning Machine.” Engineering Applications of Artificial Intelligence 96: 103936. https://linkinghub.elsevier.com/retrieve/pii/S095219762030258X.
% Berghout, Tarek et al. 2020. “Aircraft Engines Remaining Useful Life Prediction with an Improved Online Sequential Extreme Learning Machine.” Applied Sciences 10(3): 1062. https://www.mdpi.com/2076-3417/10/3/1062.