Some say that its name originates from how it is made, i.e. being stretched out very thinly (伸し, which is pronounced 'noshi', is a Japanese word derived from the verb 'nosu', which means to roll something flat).
延ばして厚さがとても薄い事からこの名前が付いたと思われる説がある。