A semiconductor device for use in a memory cell includes an active matrix an active matrix provided with a semiconductor substrate, a plurality of transistors formed on the semiconductor substrate and conductive plugs electrically connected to the transistors, a number of lower electrodes formed on top of the conductive plugs, Ta2O5 films formed on the lower electrodes, composite films formed on the Ta2O5 films and upper electrodes formed on the composite films.