Will a free standing bicycle ridden on a treadmill fall over?

Stationary bicycles need support to stop from falling over because they lack gyroscopic stabilization. Right?

If you ride a free bicycle on a treadmill (so both wheels are spinning) will it fall over or stay upright?

If you fall over on a treadmill, does it matter if this treadmill bicycle combo is on a train?