This paper concerns inverse source problems for the time-dependent Maxwell equations. The electric current density is assumed to be a separable function, which is the product of a spatial function and a temporal function. We prove uniqueness and stability in determining the spatial or temporal function from the electric field, which is measured on a sphere or at a point over a finite time interval.