For a closed surface S, its Torelli group I(S) is the subgroup of the mapping class group of S consisting of elements acting trivially on H 1 (S; Z). When S is orientable, a generating set for I(S) is known (see [13]). In this paper, we give a normal generating set of I(N g ) for g ≥ 4, where N g is a genus-g non-orientable closed surface.