A method of forming a semiconductor memory device includes forming a tunnel insulating layer on a semiconductor substrate, and forming a silicon layer, including metal material, on the tunnel insulating layer. Accordingly, an increase in the strain energy of the conductive layer may be prohibited and, therefore, the growth of grains constituting the conductive layer may be prevented. Furthermore, a threshold voltage distribution characteristic and electrical properties of a semiconductor memory device may be improved.