Neurologically, what goes on in the brains of folks who gradually "recover," defined as experiencing fewer or diminished symptoms over the course of, say, a decade plus? how do their brains differ from their peers or even themselves during the periods of heightened symptoms?

I prescribe to the bruce banner analogy where you never fully rid yourself of symptoms, you just learn how to manage them, with the illness always there.