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Chapter and Conference Paper
Stability of Complex-Valued Neural Networks with Two Additive Time-Varying Delay Components
In this paper, a class of complex-valued neural networks including two additive time-varying delay components has been discussed. By making use of the combinational Lyapunov-Krasovskii functional and free weig...
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Chapter and Conference Paper
Stability of Complex-Valued Cohen-Grossberg Neural Networks with Time-Varying Delays
In this paper, the complex-valued Cohen-Grossberg neural networks model with time-varying delays is considered. By employing the idea of vector Lyapunov function, M-matrix theory and inequality technique, a ne...
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Chapter and Conference Paper
Passivity Criterion of Stochastic T-S Fuzzy Systems with Time-Varying Delays
In this paper, the passivity for stochastic Takagi-Sugeno (T-S) fuzzy systems with time-varying delays is investigated without assuming the differentiability of the time-varying delays. By utilizing the Lyapun...
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Chapter and Conference Paper
Global Dissipativity of Neural Networks with Time-Varying Delay and Leakage Delay
In this paper, the problem on global dissipativity is investigated for neural networks with time-varying delays and leakage delay as well as generalized activation functions. By constructing appropriate Lyapun...
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Chapter and Conference Paper
Global Exponential Stability of Recurrent Neural Networks with Infinite Time-Varying Delays and Reaction-Diffusion Terms
The global exponential stability is discussed for a general class of recurrent neural networks with infinite time-varying delays and reaction-diffusion terms. Several new sufficient conditions are obtained to ...