I would suggest that there is a "female brain", its neurons have have XX chromosomes and not XY. Do we know that the female brain is more or less intelligent as the male brain? No, they seem the same. There are some very small differences we can see on certain 3D tasks, this doesn't tell us that female brains are better or worse, but hint at how brains might work (we don't really know how they do).