Barkley was claimed off waivers by the Falcons on Wednesday, Field Yates of ESPN reports.
Barkley was waived by the Panthers on Tuesday and will remain in the NFC South with the Falcons. Feleipe Franks tested positive for COVID-19 on Wednesday, so Barkley provide quarterback depth along with Josh Rosen behind starter Matt Ryan.