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In this paper, synchronization control of switched linearly coupled delayed neural networks is investigated by using the Lyapunov functional method, synchronization manifold and linear matrix inequality (LMI) approach. A sufficient condition is derived to ensure the global synchronization of switched linearly coupled complex neural networks, which are controlled by some designed controllers. A globally...
Reservoir computing methods have become popular; however, the nature of the dynamical reservoir (DR) is not thoroughly understood yet. We propose complex echo state network (CESN), the construction process of its DR is determined by five growth factors. The relationships between CESN connectivity structure and its performance are investigated when predicting nonlinear time series. We also introduce...
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