brain·i·ac (brā'nē-āk') n.
Slang A highly intelligent person: "These companies are not hot Silicon Valley startups swarming with Gen-X brainiacs"(Ronald Henkoff).
[Probably from Brainiac, a highly intelligent villain in DC Comics, blend of brain and maniac.]