Compression of quantum shallow-circuit states
arXiv:2404.11177 · doi:10.1103/PhysRevLett.134.010603
Abstract
Shallow quantum circuits feature not only computational advantages over their classical counterparts but also cutting-edge applications. Storing quantum information generated by shallow circuits is a fundamental question of both theoretical and practical importance that remained largely unexplored. In this work, we show that copies of an unknown -qubit state generated by a fixed-depth circuit can be compressed into a hybrid memory of (qu)bits, which achieves the optimal scaling of memory cost. Our work shows that the computational complexity of resources can significantly impact the rate of quantum information processing, offering a unique and unified view of quantum Shannon theory and quantum computing.
arXiv commentClose to published version
References in corpus (44)
- Quantum Computing in the NISQ era and beyond
- Advances in Quantum Metrology
- Quantum-enhanced measurements: beating the standard quantum limit
- Quantum metrology
- Quantum principal component analysis
- Predicting Many Properties of a Quantum System from Very Few Measurements
- Parameterized quantum circuits as machine learning models
- Cost Function Dependent Barren Plateaus in Shallow Parametrized Quantum Circuits
- A quantum network of clocks
- Optimal Quantum Cloning Machines
- Quantum cloning
- Optimal Cloning of Pure States
- From Classical to Quantum Shannon Theory
- Quantum advantage with shallow circuits
- Programmable quantum gate arrays
- Layerwise learning for quantum neural networks
- Multi-parameter estimation in networked quantum sensors
- Tomography of Quantum Operations
- Optimal universal quantum cloning and state estimation
- Continuity of quantum conditional information
- Distributed Quantum Metrology and the Entangling Power of Linear Networks
- Optimal metrology with programmable quantum sensors
- Efficient Quantum Circuits for Schur and Clebsch-Gordan Transforms
- Distributed quantum phase estimation with entangled photons
- Asymptotic teleportation scheme as a universal programmable quantum processor
- Quantum advantage with noisy shallow circuits in 3D
- Local asymptotic normality for finite dimensional quantum systems
- Attaining the ultimate precision limit in quantum state estimation
- Local asymptotic normality for qubit states
- Local asymptotic normality in quantum statistics
- Optimal probabilistic storage and retrieval of unitary channels
- Quantum Data Compression of a Qubit Ensemble
- Schumacher's quantum data compression as a quantum computation
- Efficient compression of quantum information
- An efficient high dimensional quantum Schur transform
- Optimal universal programming of unitary gates
- Optimal compression for identically prepared qubit states
- Learning quantum states and unitaries of bounded gate complexity
- Efficient Quantum Compression for Ensembles of Identically Prepared Mixed States
- Resource Quantification for the No-Programming Theorem
- Quantum-enhanced metrology with network states
- Quantum Metrological Power of Continuous-Variable Quantum Networks
- Quantum Stopwatch: How To Store Time in a Quantum Memory
- Compression for quantum population coding