There is conjecture that periodically all of the cels in our bodies are replaced. Whether or not this is true, I don't know. It sounds good though. And if in fact that is the case, then wouldn't it be true that we are physically separated from events in our past by the fact that, except for the patterns of memory, we were not there?
