The non-volatile memory device includes memory cells including a control gate vertically buried in a semiconductor substrate doped with a first type of dopant and a dielectric interface able to trap electrical charges covering sides of the control gate facing the semiconductor substrate. The device furthermore includes a vertical implanted region of a second type of dopant opposite to the first type located along the sides of the control gate in the semiconductor substrate.