a technique for modeling the neural changes in the brain that underlie cognition and perception in which a large number of simple hypothetical neural units are connected to one another. 2. The analogy is with the supposed action of neurons in the brain.
I don't know what the video is so I cannot say for sure but all of those are outcomes of severe depression. Without seeing/watching the video, i would say all of those are correct.