An apparatus for etching high aspect ratio features is provided. When the through hole 1a is circular in cross section, the cross section of the sliding shaft 2 is formed in the shape of an ellipse elongated in the lateral direction or in the shape of an oblong circle elongated in the lateral direction. A lower gate polysilicon layer is first formed on the semiconductor substrate and selectively removed to form the lower gate electrode.