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In this paper, the authors investigate a coupled reaction-diffusion neural networks which is coupled through the spatial diffusion terms. Combined with Lyapunov functional method and some inequality techniques, a synchronization criterion for the proposed network model is established via pinning a small fraction of nodes. In addition, we derive a sufficient condition to guarantee the network can achieve...
Two types of coupled neural networks with reaction–diffusion terms are considered in this paper. In the first one, the nodes are coupled through their states. In the second one, the nodes are coupled through the spatial diffusion terms. For the former, utilizing Lyapunov functional method and pinning control technique, we obtain some sufficient conditions to guarantee that network can realize synchronization...
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