The memristor is a kind of special nonlinear circuit element, its appearance draws worldwide attention in electrocircuit research and designing since HP laboratory released the invention on May 1, 2008. In this paper, physical model of memristor is described, mechanism of charge memory is proved mathematically by analyzing physical realization of memristor, and hot issues about it are analyzed. In the end, several thinking about memristor and its development are given.