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Mean-square exponential stability of stochastic inertial neural networks.
- Source :
-
International Journal of Control . Apr2022, Vol. 95 Issue 4, p1003-1009. 7p. - Publication Year :
- 2022
-
Abstract
- By introducing some parameters perturbed by white noises, we propose a class of stochastic inertial neural networks in random environments. To describe dynamics behaviours of this stochastic system accurately, we introduce the concept of mean-square exponential stability. By constructing two Lyapunov–Krasovskii functionals, we establish the mean-square exponential stability on the addressed system, which extend and improve the latest results. In addition, an example with numerical simulation is provided to support the theoretical findings. [ABSTRACT FROM AUTHOR]
- Subjects :
- *EXPONENTIAL stability
*STOCHASTIC systems
*FUNCTIONALS
*COMPUTER simulation
Subjects
Details
- Language :
- English
- ISSN :
- 00207179
- Volume :
- 95
- Issue :
- 4
- Database :
- Academic Search Index
- Journal :
- International Journal of Control
- Publication Type :
- Academic Journal
- Accession number :
- 156029022
- Full Text :
- https://doi.org/10.1080/00207179.2020.1834145