The Montenegrin athlete has transgressed three times in qualifying in the discus throw.
It was the second time Furtula participated at the Games – he also performed in London four years ago.
Sladjana Perunovic will also represent Montenegro in athletics competitions in Rio.
She will compete in the marathon race on Sunday.