Simple good old fashioned memory, try playing every song you know at least once during every practice before starting to learn a new song, this way you stay sharp on what you already know and it is a great way to warm up for the challenges of learning something new.

remember, if you don't practice what you have already learned you might forget how to play in the first place so writing it down on paper might not have the desired results.