Fractional-Order Activation Functions for Neural Networks Case Studies on Forecasting Wind Turbines' Generated Power /

This book suggests the development of single and multi-layer fractional-order neural networks that incorporate fractional-order activation functions derived using fractional-order derivatives. Activation functions are essential in neural networks as they introduce nonlinearity, enabling the models t...

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Hlavní autoři:	Bingi, Kishore (Autor), Bhukya, Ramadevi (Autor), Kasi, Venkata Ramana (Autor)
Korporativní autor:	SpringerLink (Online service)
Médium:	Elektronický zdroj E-kniha
Jazyk:	angličtina
Vydáno:	Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Vydání:	1st ed. 2025.
Edice:	Studies in Systems, Decision and Control, 588
Témata:	Electric power production. Engineering mathematics. Engineering > Data processing. Production engineering. Mechanical Power Engineering. Mathematical and Computational Engineering Applications. Process Engineering.
On-line přístup:	https://doi.org/10.1007/978-3-031-88091-9
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