The term "Fan" is a short-hand term that means Fanatic, and a console "Fanboy" is just a Fanatic about a particular console ...
fanatic
Noun
1. a person whose enthusiasm for something, esp. a political or religious cause, is extreme
"A fanatic is one who can't change his mind and won't change the subject"