The present disclosure relates to an integrated chip having differential coupling elements that couple electromagnetic radiation having a frequency outside of the visible spectrum between a silicon substrate and a dielectric waveguide overlying the silicon substrate. In some embodiments, the integrated chip has a dielectric waveguide disposed within an inter-level dielectric (ILD) material overlying a semiconductor substrate. A differential driver circuit generates a differential signal having a first transmission signal component at a first output node and a complementary second transmission signal component at a second output node. A first transmission electrode located along a first side of the dielectric waveguide receives the first transmission signal component from the first output node, and a second transmission electrode located along a second side of the dielectric waveguide receives the complementary second transmission signal component from the second output node.