In June 1956, when Furukawa was a Kansai University student, he was selected for the Japan national team for the 1956 Summer Olympics qualification. At this qualification, on June 3, he debuted against South Korea. In November, he played in the 1956 Summer Olympics in Melbourne. He also played in the 1958 Asian Games. He played 19 games for Japan until 1962.