Luo, F.; Hu, W.; Wu, E.; Yuan, X. Global Exponential Stability of Impulsive Delayed Neural Networks with Parameter Uncertainties and Reaction-Diffusion Terms. Preprints2024, 2024070539. https://doi.org/10.20944/preprints202407.0539.v1
APA Style
Luo, F., Hu, W., Wu, E., & Yuan, X. (2024). Global Exponential Stability of Impulsive Delayed Neural Networks with Parameter Uncertainties and Reaction-Diffusion Terms. Preprints. https://doi.org/10.20944/preprints202407.0539.v1
Chicago/Turabian Style
Luo, F., Enli Wu and Xiufang Yuan. 2024 "Global Exponential Stability of Impulsive Delayed Neural Networks with Parameter Uncertainties and Reaction-Diffusion Terms" Preprints. https://doi.org/10.20944/preprints202407.0539.v1
Abstract
In this paper we study a class of impulsive delayed neural networks with parameter uncertainties and reaction-diffusion terms. Using the properties of M-matrices and some inequality techniques, some sufficient conditions are derived to guarantee the global exponential stability of the given system. The results obtained are presented by simple algebraic inequalities, which are certainly more concise than previous methods. Finally, the validity and usefulness of our results are illustrated by arithmetic examples.
Computer Science and Mathematics, Computer Networks and Communications
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
