In May 1941 they were transferred to East Prussia to take part in Operation Barbarossa, the mass invasion of Soviet Russia. Comprising the 17th and the 78th Infantry Divisions, they formed a unit of the 4th Army in German Army Group Center. By July they had crossed the River Dnieper to Chernigov.