In some embodiments, the present application provides a magnetic memory device. The magnetic memory device comprises a bottom electrode, and a first synthetic anti-ferromagnetic (SyAF) layer including a first pinning layer and a second pinning layer disposed over the bottom electrode and having opposite magnetization directions and separated by a first spacer layer. The magnetic memory device further comprises a reference layer disposed over the first pair of pinning layers and a free layer disposed over the reference layer and separated from the reference layer by a tunneling barrier layer. The magnetic memory device further comprises a second synthetic anti-ferromagnetic (SyAF) layer including a third pinning layer and a fourth pinning layer disposed over the free layer and having opposite magnetization directions and separated by a second spacer layer.