That is a myth.
http://www.snopes.com/science/stats/10percent.asp
Not every section of your brain is significantly active 100% of the time, but all of it is necessary and is used.
The brain is an incredibly expensive organ. 25% of all the glucose we consume goes straight to our brain. We would not have evolved so much of such an expensive tissue only to let the majority of it sit and do nothing.