A semiconductor device includes a semiconductor substrate, a first dielectric film, a conductive film, at least one ferroelectric film, a second dielectric film, a memory gate electrode, a third dielectric film and a control gate electrode. The semiconductor substrate includes a source region and a drain region. The semiconductor substrate includes a first region and a second region between the source region and the drain region. The first dielectric film is formed on the first region. The conductive film is formed on the first dielectric film. The at least one ferroelectric film is formed on one hart of the conductive film. The second dielectric film is formed on the other part of the conductive film. The memory gate electrode is formed on the ferroelectric film. The third dielectric film is formed on the second region. The control gate electrode is formed on the third dielectric film.