Purely intuitively, it seems like there should be a connection between the two (computation and intelligence). But I have not formally studied any relevant fields, I would be interested to hear thoughts from those who have.
If there's a nonphysical aspect to human intelligence and it's not computable, then that means computers can never match human intelligence even in theory.