The Gas That Pretends to Be a Brain express

Original: "Simulating neural network criticality and resource dynamics with Rydberg gases"
arXiv:2607.16368 · 2026-07-17 · CC BY 4.0 · 2 min
Physicists turned a cloud of cold atoms into a neural-network lookalike and found the point where order meets chaos.

A cloud of atoms cooled to near absolute zero suddenly starts behaving like a brain. One excited atom triggers a chain reaction — neighbors light up in turn, and an avalanche of activity sweeps through the gas. Physicists call this Rydberg facilitation: atoms are easier to excite when an excited one is nearby. The process is strikingly similar to how neurons exchange electrical signals across synapses.

In the experiment, two phases were clearly separated. The absorbing phase, where avalanches quickly die out. The active phase, where excitation sustains itself. At the boundary between them, the system enters a critical state — the same kind suspected in the working brain. Here, avalanche sizes follow a power law: many small ones, few large ones. And their shapes become universal. The authors confirmed these signatures of criticality for the first time in a controlled physical model.

Criticality is like a sandpile onto which grains are poured: most grains fall without consequence, but sometimes an avalanche of any size occurs. Similarly, the brain may balance on the edge to respond quickly to stimuli.

To keep the system from dying out, the researchers added a controlled pump — a kind of metabolic resource that replenishes lost atoms. This allowed them to hold the gas in a nonequilibrium steady state, like a living organism that constantly expends and restores energy. In the active phase, stochastic oscillations emerged with rare but giant bursts, so-called "dragon avalanches." This regime resembles rhythmic activity of neural networks that accompanies information processing.

The work turns ultracold Rydberg gas into a powerful simulator for neuroscience. Here, one can tune parameters that are nearly elusive in living cells and test theories about how collective behavior of neurons gives rise to complex brain functions.

Rydberg atoms can be thousands of times larger than ordinary ones — a single such atom is the size of a bacterium, and its electron sits so far from the nucleus that it feels the slightest influence from neighbors.

In Peter Watts's novel Blindsight, an alien intelligence operates on principles reminiscent of critical dynamics: it does not think continuously but "wakes up" in response to stimuli, much like avalanches in a Rydberg gas.

Scientists
David DeutschErwin SchrödingerJohn Stewart BellLouis de BroglieLov GroverPaul Benioff
Concepts
neural activity brain rhythmic transport rydberg atom simulator molecular dynamics acceleration rydberg atom systems Neural Network Oscillations emergent complexity modeling random network chain reaction computational reaction analysis avalanche Braess's paradox in biology linear regression critical transition