Executive function is determined largely by the amount of self-directed play before age five. That's why electronic toys and baby videos are generally thought to be harmful.

edit: I don't know much about Brain Gym, but Pamela Paul has a whole chapter in Parenting Inc. comparing the different ECE programs, which might answer your question.