Journal
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE
Volume 51, Issue 8, Pages 1392-1405Publisher
TAYLOR & FRANCIS LTD
DOI: 10.1080/00207721.2020.1764128
Keywords
Fuzzy inertial neural networks; global dissipativity; global exponential dissipativity; proportional delays
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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.
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