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Memristor, the fourth passive circuit element, hasattracted increased attention since it was rediscovered by HPLab in 2008. Its distinctive characteristic to record the historicprofile of the voltage/current creates a great potential for futureneuromorphic computing system design. However, at the nanoscale, process variation control in the manufacturing of memristordevices is very difficult. The impact...
This paper focuses on the hybrid effects of parameter uncertainty, stochastic perturbation, and impulses on global stability of delayed neural networks. By using the Ito formula, Lyapunov function, and Halanay inequality, we established several mean-square stability criteria from which we can estimate the feasible bounds of impulses, provided that parameter uncertainty and stochastic perturbations...
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