A novel adaptive parameter zeroing neural network for the synchronization of complex chaotic systems and its field programmable gate array implementation

•Novel adaptive parameter ZNN for synchronizing complex chaotic system is proposed.•Well-designed activation function to ensure fast convergence in predefined time.•Adaptive parameters are promoted by fuzzy parameters to enhance noise resistance.•Convergence and robustness of this NAPZNN are present...

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Bibliographic Details

Published in:	Measurement : journal of the International Measurement Confederation Vol. 242; p. 115989
Main Authors:	Zhao, Lv, Liu, Xin, Jin, Jie
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2025
Subjects:	Adaptive ability Chaos synchronization Complex chaotic system FPGA Fuzzy control Zeroing neural network Complex chaotic system Adaptive ability Fuzzy control Chaos synchronization Zeroing neural network FPGA
ISSN:	0263-2241
Online Access:	Get full text
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