Abstract
In the present paper, we prove the existence of unique almost periodic solutions to fuzzy shunting inhibitory cellular neural networks (FSICNN) with several delays. Further, by means of Halanay inequality we analyze the global exponential stability of these solutions and obtain corresponding convergence rate. The results of this paper are new, and they are concluded with numerical simulations confirming them.
Original language | English |
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Pages (from-to) | 11813-11828 |
Number of pages | 16 |
Journal | AIMS Mathematics |
Volume | 7 |
Issue number | 7 |
DOIs | |
Publication status | Published - 2022 |
Keywords
- almost periodic function
- delay differential equations
- fuzzy logic
- global stability
- shunting inhibitory cellular neural networks
ASJC Scopus subject areas
- General Mathematics