Barnsley were optimistic of signing the 21-year-old, but he has instead chosen to move to the Galpharm Stadium.
“He is a brilliant footballer and someone that I believe will do well,” Simon Grayson told the club website. Norwood came through the youth system at Old Trafford but failed to make a first-team appearance.