Yes, very straightforward, I have done this for many years as an individual. Your key problem I suspect will be finding an institution that will give you a JPY loan - I would guess they're hard to get at your local BoA branch. You are in Washington state ? Try the banks around the Japanese community, or if you have equity assets your broker might be able to help.