word formation - Why is it that a noun can be added with -ed?

The question is raised from the viewpoint of a foreign language learner.

-ed is known to be added to a verb to mean past tense or past participle, but some phrases like four-legged animals, winged birds, are in the form of noun+-ed, why is it so? What is the logic behind such a structure?