Journal
NEUROCOMPUTING
Volume 319, Issue -, Pages 144-154Publisher
ELSEVIER SCIENCE BV
DOI: 10.1016/j.neucom.2018.08.058
Keywords
Lag H-infinity synchronization; Coupled reaction-diffusion neural networks; State coupling; Spatial diffusion coupling; Adaptive control
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Funding
- National Natural Science Foundation of China [61773285, 11501411]
- Program for Innovative Research Team in University of Tianjin [TD13-5032]
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In this paper, we respectively discuss the lag H-infinity synchronization of coupled reaction-diffusion neural networks with state coupling and spatial diffusion coupling. Based on the inequality techniques and Lyapunov functional method, some lag H-infinity synchronization criteria for these two coupled reaction-diffusion neural networks are obtained by exploiting the designed state feedback controllers. Furthermore, two adaptive strategies for ensuring the lag H-infinity synchronization of coupled reaction-diffusion neural networks with state coupling and spatial diffusion coupling are also developed. Finally, the effectiveness of the proposed lag H-infinity synchronization criteria is verified by two numerical examples. (c) 2018 Elsevier B.V. All rights reserved.
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