On the first day of competitions in the Berlin Olympics, Salminen won the 10,000 m final before compatriots Arvo Askola and Volmari Iso-Hollo. Salminen managed to hold off Askola by a margin of 0.2 seconds. In the 5000 m final a few days later, Salminen finished in sixth place.