Dissipativity Analysis of a Class of Competitive Neural Networks with Proportional Delays

Chaouki Aouiti,Farid Touati,Farouk Chérif

doi:10.1007/978-3-030-30487-4_3

Dissipativity Analysis of a Class of Competitive Neural Networks with Proportional Delays

Chaouki Aouiti, Farid Touati + Show 1 more

https://doi.org/10.1007/978-3-030-30487-4_3

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Publication Date: Jan 1, 2019

Citations: 2

Affiliation: University of Carthage, University of Sousse

#Class Of Competitive Neural Networks #Proportional Delays + Show 8 more

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Abstract

This paper dealt with the dissipativity problem for a class of competitive neural networks with proportional delays. Based on Lyapunov functionals approach, new sufficient conditions are derived to ensuring the strictly \((Q,\; S^{*},\; R)-\)dissipative of the model. The conditions are presented in terms of linear matrix inequalities (LMIs) and can be easily numerically checked by the MATLAB LMI toolbox. At last, a numerical example with simulation is given to illustrate the validity of the obtained theoretical results.

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