I have known potatoes grow from the peelings which have had bits sprouting out of them, on the compost heap and 'during the war' people would get several plants from a big chitting potato by splitting it up.
Just one thing, I do not think it works if you cut them up too soon. I am almost certain that they have to be divided as they are planted.
Some one correct me if I am wrong.