Two stepper on one spindle

I have two equal steppers, which are not so powerful. Is it possible that I
mount one stepper on each side of the spindle, so that I get more torque and
speed? Steppers are connected on the same port on controller, but one has
changed polarity so that turns in different direction.

Regards
Boris