With technology scaling, integrated circuits suffer from increasingly severe static and dynamic variations, which often manifest themselves as infrequent timing errors on circuit speed paths, if a large timing guard-band is not reserved. This paper presents a new forward timing error correction scheme, namely ForTER, which predicts whether the occurrence of timing errors would propagate to the next level of sequential elements and corrects them without necessarily borrowing timing slack. The proposed technique can be combined with other timing error resilient circuit design techniques to further improve circuit performance, as demonstrated in our experimental results with various benchmark circuits.