One of two brothers suspected of carrying out the deadly shooting at a French satirical weekly on Wednesday visited Yemen in 2011 to train with al-Qaida-affiliated militants, U.S. and European sources close to the investigation said Thursday.

The sources said Said Kouachi, 34, was in Yemen for a number of months training with al-Qaida in the Arabian Peninsula (AQAP), one of the group's most active affiliates.

He and his brother, Cherif, 32, are the subject of a massive manhunt in France following the killing of 12 people by Islamist gunmen at the offices of the satirical weekly newspaper Charlie Hebdo in Paris.