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- Title
Adaptive Output Synchronization of Coupled Fractional-Order Memristive Reaction-Diffusion Neural Networks.
- Authors
You, Feng; Tang, Hong-An; Wang, Yanhong; Xia, Zi-Yi; Li, Jin-Wei
- Abstract
This article discusses the adaptive output synchronization problem of coupled fractional-order memristive reaction-diffusion neural networks (CFOMRDNNs) with multiple output couplings or multiple output derivative couplings. Firstly, by using Lyapunov functional and inequality techniques, an adaptive output synchronization criterion for CFOMRDNNs with multiple output couplings is proposed. Then, an adaptive controller is designed for ensuring the output synchronization of CFOMRDNNs with multiple output derivative couplings. Finally, two numerical examples are given to verify the effectiveness of the theoretical results.
- Subjects
SYNCHRONIZATION; HOPFIELD networks; ADAPTIVE control systems; FUZZY neural networks
- Publication
Fractal & Fractional, 2024, Vol 8, Issue 2, p78
- ISSN
2504-3110
- Publication type
Article
- DOI
10.3390/fractalfract8020078