Yan Sun and Bao-Tong Cui. Dissipativity Analysis of Neural Networks with Time-varying Delays. International Journal of Automation and Computing, vol. 5, no. 3, pp. 290-295, 2008. DOI: 10.1007/s11633-008-0290-x
Citation: Yan Sun and Bao-Tong Cui. Dissipativity Analysis of Neural Networks with Time-varying Delays. International Journal of Automation and Computing, vol. 5, no. 3, pp. 290-295, 2008. DOI: 10.1007/s11633-008-0290-x

Dissipativity Analysis of Neural Networks with Time-varying Delays

  • A new definition of dissipativity for neural networks is presented in this paper.By constructing proper Lyapunov func-tionals and using some analytic techniques,sufficient conditions are given to ensure the dissipativity of neural networks with or without time-varying parametric uncertainties and the integro-differential neural networks in terms of linear matrix inequalities.Numerical examples are given to illustrate the effectiveness of the obtained results.
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