I just had to factory reset mine and did it by using a paper clip in the hole next to the 2 LEDs for Power and Mining (If looking at it eye level then the whole should be on the right).   I noticed on mine the button was very low in the hole and took some maneuvering to push.  So please look carefully for the button as on mine it was Grey.