If it's your neighbor, the easiest way is... social engineering.
  It depends how tech saavy the neighbor is. a) make friends with
  the neighbor b) figure out where their router is c) look at the
  bottom d) take a quick pic, write it down or commit to memory.
  Committing to memory is tricky but one trick is learn how to
  turn letters and numbers into words and write a quick story in
  your mind. 1=bun, 2=shoe, 3=tree, 4=door, etc. Make up your own
  or use someone else's system. same with letters.* Doesn't have
  to be alpha, bravo, charlie... it could be whatever works for
  you.* Your own system is always better because you made it and
  you'll memorize it better. e3fa9fg could be: EGGS (e) on a TREE
  (3) FARTING (f) APPLES (a) in a LINE (9), FARTING (f) GRAPES
  (g). Ok, maybe farting for F doesn't work.* But it puts a
  picture in your mind. anyway - if they haven't changed their
  Wifi password, you're good. Also, ppl store their passwords for
  things under the keyboard, in the top desk drawer, under their
  monitor, places like that. These are extreme of course and yeah,
  they're higher level techniques but they work.* Just remember
  some people have security cameras and people are sometimes a
  whole lot smarter than they appear to be. Cockiness is usually
  what does people in. Short version: I don't know any Android
  apps that do brute force password cracking. Also, this is just
  info.* I'm not suggesting you do any of these things.* You can
  get this information just as easily online, I'm just passing it
  on for educational purposes only.