After being put in play, the ball remains live until the down ends.
Tag: live
Rule 5, Section 1, Article 4
Unless first touched by R beyond the neutral zone, if the kickers recover a scrimmage kick in or behind the neutral zone, the ball remains live and belongs to K and the down counts.