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In this paper, the passivity problem is investigated for a class of stochastic neural networks with time-varying delays and leakage delay as well as generalized activation functions. By employing a combination of Lyapunov functional, the free-weighting matrix method and stochastic analysis technique, several delay-dependent criteria for the passivity of the addressed neural networks are established...
In this paper, the passivity and passification for stochastic Takagi–Sugeno (T–S) fuzzy systems with both discrete and distributed time-varying delays are investigated without assuming the differentiability of the time-varying delays. By utilizing the Lyapunov functional method, the Itô differential rule and the matrix inequality techniques, several delay-dependent criteria to ensure the passivity...
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