The highly-rated 18-year-old joins the Forest Academy from Swedish top-flight side AIK.
The centre-forward has come through the academy ranks at AIK and has made a number of appearances on the international stage, including in the UEFA European Under 17 Championships.
Larsson had attracted interest from Europe's elite and now joins Trentside on a long-term deal.