As most people know batteries have a limited number of cycles. Every reaction cycle adds some entropy/side reactions, and eventually it will become irreversible. Magnetic storage reorients a crystal or metal, which is more repeatable than a chemical reaction. Our neurons have similar systems to “clean” themselves so they can reset.
I imagine finding a viable memresistor is more about its ability to cycle.