I've always understood that since a GPS is simply a receiver it cannot interfere with any aircraft system.
But I've never tried it because I have assumed that the fuselage would prevent the satellite signal getting to the unit, just as 3-5mm of GRP prevents the unit from operating in my boat's cabin.