Unlock all four bonus characters. Then at the board selection 
screen, press Up(2), Down(2), Left, Right, Left, Right, B, A. 
Now the following four bonus boards will become available:

Ika-Chu (Double jumps) 
Father (Longer air time) 
J-B (Press A + B for turbo jump) 
J-Arm: (Extra turbos)