Insert a game cart, turn on your Neo Geo, depress and hold the four buttons at the same time, reset the Neo Geo and you should be getting into the setting screen.
holding down the first sticks set of buttons will bring up the memory card management menu, holding down the second sticks buttons will bring up the stick test screen.