In this paper, a new type of non-volatile locally active memristor with bi-stability is proposed by injecting appropriate voltage pulses to realize switching mechanism between two stable states. It found that the memristive parameters can affect local activity, which has been rarely reported, and phenomenon explained based on mathematical analyses numerical simulations. Then, coupled neuron mod...