Nerves are only pathways that link your brain and muscles. Your muscles have memory - but the only thing that your nerves are going to do will be to learn how to carry information more quickly. So when you're doing an exercise, your brain tells your muscles "You know what this is, now go do it!"
You don't actually grow more muscle cells in the first 6-8 weeks you're lifting...