Melt butter in a large saucepan over medium heat. Stir in corn syrup and brown sugar. Bring to a boil, stirring constantly. Boil without stirring 4 minutes.
Remove from heat; stir in baking soda. Pour over popped popcorn; stir until coated.
Shape into 1-inch balls. Place on waxed paper to cool.