The thought is that if the brain was simple enough to understand, we would be too stupid to understand it.
It has to do with Gödel's Theorem. The brain is an organized system, and we are our brains. In order to fully understand it, we would have to be at a "higher" level than our mind to understand it, which is clearly impossible. We may understand much of it, but there will always be things we cannot know.