You can claim if you're born before 2000 it seems (even to non german parents) - Jus soli - Wikipedia, the free encyclopedia
But according to the article you linked, before 2000, German nationality law was based entirely on jus sanguinis. Jus sanguinis is nationality right by blood rather than by birth. After 2000 Germany has a limited form of jus soli which is nationality right by birth.