Platinum Creeps Through a Memristor express

Original: "Anomalous Platinum and Oxygen Transport during Electroforming of NbOx Memristors"
arXiv:2604.14680 · 2026-04-16 · CC BY 4.0 · 2 min
In a niobium oxide memristor, filaments of platinum, which shouldn't be there, were found after switching.

A memristor is a resistor with a memory: after the current is turned off, it retains its resistance. Inside, a thin film of metal oxide is sandwiched between two metal electrodes. When a strong current is first passed through the device, conductive filaments of oxygen vacancies form in the oxide, and the resistance drops sharply. This process is called electroforming.

In the new study, researchers took a niobium oxide memristor with platinum electrodes and looked at what happens after forming. It turned out that not only oxygen filaments grew inside, but also platinum ones. Platinum atoms left the top electrode and penetrated through the entire oxide, like salt penetrating a cucumber during pickling. Meanwhile, oxygen, on the contrary, accumulated near the top electrode and diffused deep into the platinum.

Platinum was considered too noble to move. But the heat from the current proved stronger than its laziness.

The reason lies in how the memristor works. After forming, it enters a mode with negative differential resistance: the higher the current, the lower the resistance, and vice versa. This creates rapid current oscillations that heat and cool the material thousands of times per second. Such thermal swings help oxygen leave the oxide, and platinum crawls through the remaining empty sites as if through tunnels.

The temperature inside the memristor during operation can reach hundreds of degrees, like in an oven.

This discovery changes our understanding of how memristors work. Previously, it was thought that the chemistry inside freezes after forming. Now it's clear that the material keeps changing with every switching event. So the lifespan and reliability of such devices depend not only on the initial forming but also on how they are operated. Understanding this will help create memristors that don't degrade over time and store information accurately.

Platinum is one of the most inert metals: it doesn't rust and doesn't dissolve in acids. But in a memristor, it crept along as if pushed by a hot iron.

Scientists
Ludwig BoltzmannRudolf Clausius
Concepts
metal insulator transition oxygen vacancy electrolyte transport lithium ion electrolyte barium titanate sodium battery lithium niobate charge transfer states electrode titanium oxide copper ion channel oxidation aluminum oxide neutrino flavor oscillations