To add to this, a recent publication of a study on this has shown that too much consumption of high, fatty, overly processed foods (i.e. junk food) can, with time, change your brain.

It trains your brain to seek out foods of this make up. This is reversible (more in the sense that you re-train your brain) though, it just takes consistency and some time.