The 26-year-old was out of contract in the summer and turned down offers from Preston, Scunthorpe and Leyton Orient.
Kilmarnock meanwhile have been linked with a move for Dunfermline attacker Tam McManus. The ex-Hibs frontman has been told he is free to leave East End Park and could join up with Killie until the end of the season