At the end of the War of the Fourth Coalition, Napoleon recalled Bisson to command one of Marshal Michel Ney's VI Corps infantry divisions. At the Battle of Guttstadt-Deppen on 5 and 6 June 1807, he led the 25th Light Infantry Regiment and the 27th, 50th, and 59th Line Infantry Regiments. He also directed his division at the Battle of Friedland on 14 June 1807. At 5:00 PM, Napoleon ordered the attack to begin and Ney's corps advanced with his two divisions formed in mass. With Jean Gabriel Marchand's division on the right and Bisson's on the left, the French pressed back the Russians opposing them. However, as Ney's corps advanced deep into the enemy positions, it ran into intense artillery fire which caused heavy losses. When the Russian reserve cavalry counterattacked, the soldiers of both Marchand and Bisson headed for the rear in confusion. At this moment, Napoleon brought up Claude Victor-Perrin's I Corps and it smashed the Russian left flank. As their enemies recoiled, Ney's men rallied and returned to the assault, helping to drive the Russians from Pravdinsk (Friedland) around 8:00 PM.