Likely enough not, Mickey191 - though as with all of these syndromes, the checklist of characteristics is always blurry and can be totally misleading. Especially the "brilliance" one.
It gets emphasised, I imagine, because it's important to be aware that it is quite possible to have very serious difficulties in the way outlined, and still be brilliant -but it's not really a defining characteristic. Same with the music.