Was the Soviet Union really communist?

From what little I've read of Karl Marx, I understand that communism was supposed to be a natural revolution of the workers and was to result in common ownership of the means of production. But the Soviet Union was a dictatorship, pure and simple. Aren't these two completely unrelated styles of government? Are there any similarities at all between "true" communism and the former Soviet government?