* The language: Portuguese (this is the most common and general noun)
* A person from Portugal: Portuguese (used as an adjective, but functions as a noun)
* The people of Portugal: Portuguese (again, used as an adjective, but functions as a noun)
So, depending on the context, the noun for Portuguese could be simply Portuguese.