No, you do not need to bring anything since all of the items that you will need are already available and provided for in the rental shop. In summer, the shop suggests wearing thin underwear such as a tank top because of the heat, and in winter they recommend that you wear thin thermal clothing such as heat-tech shirts, which have excellent heat retention as well as leggings to keep you warm.