Abstract
This paper aims at the study of robust general decay synchronization (RGDS) of state and spatial diffusion coupled reaction-diffusion memristive neural networks (CRDMNNs). Firstly, the synchronization condition is proposed by designing an appropriate controller and constructing suitable Lyapunov functional to reach RGDS of the CRDMNNs with state coupling. Then, the synchronization criterion is established by using some inequality techniques, so that CRDMNNs with spatial diffusion coupling achieves RGDS. Finally, one numerical simulation example verifies the effectiveness of the result.
| Original language | English |
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| Title of host publication | 2024 International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC) |
| Publisher | IEEE |
| Pages | 616-621 |
| Number of pages | 6 |
| ISBN (Electronic) | 979-8-3315-0475-5 |
| ISBN (Print) | 979-8-3315-0476-2 |
| DOIs | |
| Publication status | Published - 19 Mar 2025 |
| Event | 2024 International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC) - Guangzhou, China Duration: 20 Sept 2024 → 22 Sept 2024 |
Conference
| Conference | 2024 International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC) |
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| Country/Territory | China |
| City | Guangzhou |
| Period | 20/09/24 → 22/09/24 |
Keywords
- robust general decay synchronization
- state coupling
- spatial diffusion coupling
- memristive neural networks