No weapons. Just your fists.
Wrong, it works with unarmed weapons as well.
100% certain that I scored a Paralyzing Palm while wearing a Ballistic Fist.
Whether that is a bug or intended....dunno. But you can definately use the perk while wearing Unarmed category weapons.