That would be a gnostic atheist.<quoted text>
Another well known atheist Stephen Hawking: "There is no God...There is no heaven"
I would say that this would definitely qualify as an assertion of non-existence.
There are different types of atheist.
An agnostic atheist would be somebody who doesn't claim to know there is no god, but doesn't believe that there is one.