The gravity of a collapse can be so immense that it all together collapses the star but also the neutron star. When this stage is entered, the event is reffered to as a black hole. Virtually undetectable because the gravity is so immense that even light can't escape. There may be hundreds of blackholes in the universe, but they can't be found as the pictures illustrate of the same blackhole.