I remember an article saying that esp. in smaller spiders (so probably not tarantulas) the "brain" doesn't really have a simple shape, extending even into the limbs.
That's also true for tarantulas. Their nervous system is fairly decentralized, but there's still a noticeable mass in their heads which is oddly shaped.