aiqbench analysis
This study demonstrates how specific quantum interference patterns in spin registers create renewal processes that classical hidden Markov models cannot replicate without exponentially larger state spaces. The research highlights a fundamental computational advantage where a minimal quantum circuit depth achieves an unbounded separation from any classical probabilistic model using only relative phase resources.
Memory Separations from a Collective-Spin Quantum Register
arXiv:2610.08038v1 Announce Type: new Abstract: A spin one-half driven only by total-spin operators generates a renewal process in which one interevent time $n^\ast$ is forbidden while all others occur. No classical hidden Markov model reproduces it with fewer than $1+\sqrt{n^\ast}$ states, an unbounded separation whose only resource is one relative phase of $\pi$. With $K$ amplitudes the same interference yields $K(K{+}1)/2$ decay channels, and for positive weights and generic rates the classical cost is exactly $K(K{+}1)/2$ states. Both are realized by a depth-three circuit whose parameter count does not grow with the register.
Abstract:A spin one-half driven only by total-spin operators generates a renewal process in which one interevent time $n^\ast$ is forbidden while all others occur. No classical hidden Markov model reproduces it with fewer than $1+\sqrt{n^\ast}$ states, an unbounded separation whose only resource is one relative phase of $\pi$. With $K$ amplitudes the same interference yields $K(K{+}1)/2$ decay channels, and for positive weights and generic rates the classical cost is exactly $K(K{+}1)/2$ states. Both are realized by a depth-three circuit whose parameter count does not grow with the register.
arXiv:2610.08038 [quant-ph]
(or arXiv:2610.08038v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2610.08038 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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