Global dissipativity of fuzzy cellular neural networks with inertial term and proportional delays
| Author | Aouiti C. |
| Author | Sakthivel R. |
| Author | Touati F. |
| Available date | 2022-05-22T11:03:04Z |
| Publication Date | 2020 |
| Publication Name | International Journal of Systems Science |
| Resource | Scopus |
| Identifier | http://dx.doi.org/10.1080/00207721.2020.1764128 |
| Abstract | This paper is concerned with the global dissipativity of fuzzy cellular neural networks with inertial term and proportional delays. Based on Lyapunov functionals and linear matrix inequality approach, new sufficient conditions are derived to ensure the global dissipativity and global exponential dissipativity of the suggested system. Moreover, the globally exponential attractive sets and positive invariant sets are also presented here. Finally, two numerical examples with its simulations are proposed to illustrate the effectiveness of the obtained results. |
| Language | en |
| Publisher | Taylor and Francis Ltd. |
| Subject | Fuzzy inference Fuzzy logic Fuzzy neural networks Linear matrix inequalities Dissipativity Fuzzy cellular neural networks Global dissipativity Inertial terms Linear matrix inequality approach Lyapunov functionals Positive invariant set Cellular neural networks |
| Type | Article |
| Pagination | 1392-1405 |
| Issue Number | 8 |
| Volume Number | 51 |
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