The Falcons (6-3, 4-1 Mid-American Conference) won their fifth straight. They've allowed just 33 points and three touchdowns in those five games and haven't given up a touchdown in their last two.
Eastern Michigan (1-7, 0-4), which had gained 1,201 yards in its past two games, was held to 178 by the Falcons, who limited Massachusetts to 118 yards in a 24-0 win last week.
Jones punctuated the effort with a 23-yard touchdown return after Martin sacked Eastern Michigan's Tyler Benz.
John Pettigrew carried 24 times for 136 yards for the Falcons, who became bowl-eligible.
SEC Network's Maria Taylor, Marcus Spears and Kevin Weidl discuss the fit for QB Brandon Allen at Jacksonville and RB Jonathan Williams at Buffalo.
SEC Network's Maria Taylor, Marcus Spears and Kevin Weidl discuss the former Mississippi State QB's potential with the Cowboys.
SEC Network's Marcus Spears and Kevin Weidl discuss the SEC players that will have the biggest overall impact in the NFL.
SEC Network's Marcus Spears and Kevin Weidl break down the best fits for offense and defense, and players with the most upside from Day 3 of the Draft.
The Browns drafted former Arizona LB Scooby Wright III in the seventh round of the NFL draft, and he celebrated by jumping into the pool fully clothed.
Oregon's Pharaoh Brown once faced amputation for a horrific leg injury. But he has come all the way back and starred in Oregon's spring game.