The present disclosure provides a soft memristor for soft neuromorphic system including a substrate, a first electrode layer formed on the substrate, a metal diffusion barrier layer formed on the first electrode layer, a resistive switching material layer formed on the metal diffusion barrier layer, and a second electrode layer formed on the resistive switching material layer.