Brushes run down with use and cause dropped stitches, so they will eventually need to be replaced.
To do that, loosen the screws marked below and slide the brush to the side to take off the brush. Do not remove the screws; loosening them just a bit is enough for you to release the brush.
Place the new brush in the slot and tighten the screws again.