You might want to check out Robert Sapolsky who teaches Biology at Stanford, he has a series of videos (26 on youtube) on behavioral biology including one on depression that is quite interesting. I am about halfway through the course of watching them all. Some of it is way over my head yet the depression one is fairly easy to follow.