Well, I found lithium rechargeable batteries that are 14500 size, which is the same as AA and they are 3.7V, 900mAh. Now I can go back to a very simple current limiting circuit, just running the 8 LEDs in parallel with the battery. I think this makes my life easier. I'm still going to continue looking into the various joule thief circuits as I'd like to be able to use a more readily available and common battery.