First, you'll need a starter kit. Start with the Roboroach beta or Roboroach.
Next you'll need some test subjects to practice the neurophysiology on.
Combine with a little bit of time and practice, and soon you too can be a brain surgeon! Don't forget red wine steadies the hand!
Then, of course, you'll probably want your own complete electrophysiological lab.