Silikyan was born in the town of Vartashen in the Nukhinsky Uyezd of Elisabethpol Governorate (present-day Oguz in Azerbaijan), then part of the Russian Empire.
Silikyan graduated from the Moscow Military Gymnasium, Alexandrople Military School and the officer rifle school.