Dynamic Analysis and FPGA Implementation of a New Fractional-Order Hopfield Neural Network System under Electromagnetic Radiation

Dynamic Analysis and FPGA Implementation of a New Fractional-Order Hopfield Neural Network System under Electromagnetic Radiation

Fractional calculus research indicates that, within the field of neural networks, fractional-order systems more accurately simulate the temporal memory effects present in the human brain. Therefore, it is worthwhile to conduct an in-depth investigation into the complex dynamics of fractional-order n...

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Bibliographic Details
Main Authors: Fei Yu, Yue Lin, Si Xu, Wei Yao, Yumba Musoya Gracia, Shuo Cai
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Biomimetics
Subjects:
fractional-order
hopfield neural network (HNN)
memristor
adomian decomposition
FPGA
Online Access:https://www.mdpi.com/2313-7673/8/8/559

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https://www.mdpi.com/2313-7673/8/8/559

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