If you have no desire to add a graphics card later (or any other power hungry devices), a 300W would be fine. Perhaps something like this http://www.newegg.com/Product/Product.aspx?Item=N82E16817151086
I would stay away from the cheapest ones (they tend to be less reliable) but, whatever PSU you pick, read reviews about it since every manufacturer can produce duds