The term Nephilim generally refers to fallen angels or master alchemists, who were "giants among men" but fell, becoming demons. The Zohar describes five types of such beings. Nephilim, Giborim, Anakim, Rephaim, and Amalekim.
I suppose it could also refer to the giants of the Lemurian Root Race, the precursor to the Atlantean Root Race.