The United skipper was dismissed by referee Chris Foy 63 minutes into United's 2-0 Fourth Round victory at Oakwell on Tuesday night for a high tackle on Tykes' midfielder Adam Hammill.
Neville will now have to serve an automatic three game suspension with immediate effect.