After completing his high school, Miller completed his bachelor's degree in electrical engineering at Northwestern University (1980) and his doctorate, in 1985, from the University of Illinois at Urbana-Champaign in physics, under J. R. Tucker and John Bardeen as his advisors.
Soon after completion of his PhD, he was awarded a prestigious IBM Postdoctoral fellowship at the University of Illinois.