What do you mean by "neuronal activity"? If you're saying it's not just the electrical activity of the brain that constitutes the self, that seems to be true; electrical activity can come to a complete halt and be restarted without apparent loss of selfhood. If you're saying the self is something more than whatever the entire brain does--including neurons, glial cells, and all the rest--that's off in woo-woo-ville.