Analysis on Passivity for Uncertain Neural Networks with Time-Varying Delays

O. M. Kwon, M. J. Park, Ju H. Park, S. M. Lee, E. J. Cha
2014 Mathematical Problems in Engineering  
The problem of passivity analysis for neural networks with time-varying delays and parameter uncertainties is considered. By the consideration of newly constructed Lyapunov-Krasovskii functionals, improved sufficient conditions to guarantee the passivity of the concerned networks are proposed with the framework of linear matrix inequalities (LMIs), which can be solved easily by various efficient convex optimization algorithms. The enhancement of the feasible region of the proposed criteria is
more » ... posed criteria is shown via two numerical examples by the comparison of maximum allowable delay bounds.
doi:10.1155/2014/602828 fatcat:sgruclxqdjhdlmkfrso3ge3jwq