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- Title
Boundary Controlling Synchronization and Passivity Analysis for Multi-Variable Discrete Stochastic Inertial Neural Networks.
- Authors
Yang, Yongyan; Zhang, Tianwei; Li, Zhouhong
- Abstract
The current paper considers discrete stochastic inertial neural networks (SINNs) with reaction diffusions. Firstly, we give the difference form of SINNs with reaction diffusions. Secondly, stochastic synchronization and passivity-based control frames of discrete time and space SINNs are newly formulated. Thirdly, by designing a boundary controller and constructing a Lyapunov-Krasovskii functional, we address decision theorems for stochastic synchronization and passivity-based control for the aforementioned discrete SINNs. Finally, to illustrate our main results, a numerical illustration is provided.
- Subjects
PASSIVITY-based control; SYNCHRONIZATION; NEURAL circuitry
- Publication
Axioms (2075-1680), 2023, Vol 12, Issue 9, p820
- ISSN
2075-1680
- Publication type
Article
- DOI
10.3390/axioms12090820