What is the difference between electrical potential and electricity?

I was talking to my friend about neurons in the brain and the topic of electricity came up. Apparently brains do not use electricity but electrical potential (with the possible exeptions of frogs) but I cannot find infomation on this in my textbooks, perhaps they are simplified? could someone please explain this concept. Sorry for my poor english.