To accomplish the above objects, a semiconductor device according to this invention includes an N-type semiconductor substrate including arsenic as an impurity and having a ground surface formed on one surface thereof, said ground surface having concavo-convex irregularities, a first electrode formed on another surface other than said one surface of said N-type semiconductor substrate, a second el