His early studies began in Berlin, and he was one of the earliest and most capable pupils of the gymnast Jahn.
During the War of the Sixth Coalition (1812-1815), he went with Jahn to Breslau to join the Lützow Free Corps, however his ill-health disqualified him for military duty, and he was persuaded to stay behind and direct exercise at Jahn's Hasenheide exercise field (German: Turnplatz).
[1] When the Hasenheide Turnplatz was closed in the spring of 1819, Eiselen became a teacher of gymnastics in the Plamann school for boys.
Two years later, he received permission to open a private gym that offered instruction in gymnastics.
In May 1828, he opened a gym with indoor and outdoor equipment and had a vast number of pupils.