NAHL: a Neural network with an Augmented Hidden Layer

version 2.3.0 (39.4 KB) by BERGHOUT Tarek
An interesting new architecture for artificial neural networks

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Updated Sun, 19 Jun 2022 06:27:33 +0000

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****The current version of NAHL is able to adapt with both classification and regession****
Please read these papers carefuly :
Please cite our NAHL papers as:
[1] T. Berghout, M. Benbouzid, S. M. Muyeen, T. Bentrcia, and L.-H. Mouss, “Auto-NAHL: A Neural Network Approach for Condition-Based Maintenance of Complex Industrial Systems,” IEEE Access, vol. 9, pp. 152829–152840, 2021, doi: 10.1109/ACCESS.2021.3127084.
[2] T. Berghout and M. Benbouzid, “EL-NAHL: Exploring Labels Autoencoding in Augmented Hidden Layers of Feedforward Neural Networks for Cybersecurity in Smart Grids,” Reliab. Eng. Syst. Saf., p. 108680, Jun. 2022, doi: 10.1016/j.ress.2022.108680.
MATLAB Release Compatibility
Created with R2018b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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