Methods are provided for fabricating memory devices. A method comprises fabricating charge-trapping stacks overlying a silicon substrate and forming bit line regions in the substrate between the charge trapping stacks. Insulating elements are formed overlying the bit line regions between the stacks. The charge-trapping stacks are etched to form two complementary charge storage nodes and to expose portions of the silicon substrate. Silicon is grown on the exposed silicon substrate by selective epitaxial growth and is oxidized. A control gate layer is formed overlying the complementary charge storage nodes and the oxidized epitaxially-grown silicon.