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. 2021 Apr 7;21(8):2576. doi: 10.3390/s21082576

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© 2021 by the authors.

Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).

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Training setup in MATLAB. The number below each block represents the dimensions. $x (t)$ contains RMS and zero crossing (ZC) with 16 dimensions of each, and the $y (t)$ is the output feedback of 6. The delay was set to 4. The value of b in the hidden layer and the output layer was set to 0 initially and updated during the training.