The closest I came to a concussion was when I slipped while walking on ice.
It is quite likely, I spend at least 10,000 of biking so far without a helmet. I had some small accident, but non where I got any brain damage. In most cases the accidents was the result of my own stupidity: being too hurried, not watching the traffic, or doing putting on a rain coat while biking.