Magnetic Disks Instead of Microchips express

Original: "A functionally reversible probabilistic computing architecture enabled by interactions of current-controlled magnetic devices"
· Shreyes Nallan, Jian-Gang Zhu
arXiv:2601.13229 · 2026-01-19 · CC BY-SA 4.0 · 2 min
Tiny magnetic disks, controlled by heat and current, assemble into a computer that can compute in both directions.

On a table lies a handful of round magnets. As long as no one touches them, they lie in disarray. But send a short current pulse through them, and each disk flips: the north pole swaps with the south. Neighboring disks push each other with their fields, like people in a crowded queue, and the whole handful arranges into a pattern that depends on which way the magnetic wind blew and how warm it is around.

This is exactly how the new computing device works, assembled by physicists from iron disks smaller than a millimeter. The current provides the push, the external field sets the direction, and heat adds randomness: at room temperature, the disks do not always flip identically. By connecting these disks into chains, the authors obtained a circuit that mimics the behavior of the AND logic gate, and from several gates they built a one-bit full adder — a device that adds two bits with a carry, just like in a conventional processor.

The key difference from conventional electronics is reversibility. In a typical chip, the signal goes only one way: knowing the input, you can determine the output, but not vice versa. Here, if you fix the result, the magnetic network itself 'remembers' which inputs could have led to it. This is like a conversation where you can hear not only the answer but also the question.

Heat here is not a hindrance but a help: random flips of the disks replace the random number generator that conventional computers have to build separately.

This ability to move from effect to cause makes probabilistic computers suitable for tasks that require exploring many possibilities — for example, factoring large numbers, which underpins modern encryption. The magnetic implementation outperforms previous attempts in speed, tunability, and energy efficiency: the disks barely heat up, and they can be controlled with weak pulses.

The handful of magnets from the table turned out to be not a toy but a draft of a new type of computation. The first assembled adder is like Edison's first light bulb: dim, short-lived, but showing the way forward.

A one-bit full adder made of magnetic disks adds two bits and a carry from the previous digit — exactly what a part of the processor does in any smartphone, except here information flows in both directions.

The idea of a computer that remembers all paths to the answer recalls the machines in Ted Chiang's story 'Story of Your Life', where an alien language allows seeing causes and effects simultaneously.

Scientists
Klaus von KlitzingLev LandauAlexander HolevoAsher PeresBenjamin SchumacherCharles Bennett
Concepts
quantum gate classical computer probabilistic model random matrix Generative Adversarial Networks probability distribution randomness probabilistic forecast Recurrent Neural Networks normalizing flows hybrid algorithm random network domain wall neural network memory architecture ferroelectric gibbs sampling magnetic domain dynamics gate voltage quantum operation alternating magnetism