Potential and limitations of quantum extreme learning machines

L Innocenti, S Lorenzo, I Palmisano, A Ferraro… - Communications …, 2023 - nature.com
Quantum extreme learning machines (QELMs) aim to efficiently post-process the outcome of
fixed—generally uncalibrated—quantum devices to solve tasks such as the estimation of the …

Orbital angular momentum based intra-and interparticle entangled states generated via a quantum dot source

A Suprano, D Zia, M Pont, T Giordani… - Advanced …, 2023 - spiedigitallibrary.org
Engineering single-photon states endowed with orbital angular momentum (OAM) is a
powerful tool for quantum information photonic implementations. Indeed, due to its …

Experimental property reconstruction in a photonic quantum extreme learning machine

A Suprano, D Zia, L Innocenti, S Lorenzo, V Cimini… - Physical Review Letters, 2024 - APS
Recent developments have led to the possibility of embedding machine learning tools into
experimental platforms to address key problems, including the characterization of the …

Regression of high-dimensional angular momentum states of light

D Zia, R Checchinato, A Suprano, T Giordani… - Physical Review …, 2023 - APS
The orbital angular momentum (OAM) of light is an infinite-dimensional degree of freedom of
light with several applications in both classical and quantum optics. However, to fully take …

Shadow tomography on general measurement frames

L Innocenti, S Lorenzo, I Palmisano, F Albarelli… - PRX Quantum, 2023 - APS
We provide a new perspective on shadow tomography by demonstrating its deep
connections with the general theory of measurement frames. By showing that the formalism …

Variational quantum optimization of nonlocality in noisy quantum networks

B Doolittle, RT Bromley, N Killoran… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The noise and complexity inherent to quantum communication networks leads to technical
challenges in designing quantum network protocols using classical methods. We address …

Characterization of multimode linear optical networks

F Hoch, T Giordani, N Spagnolo… - Advanced …, 2023 - spiedigitallibrary.org
Multimode optical interferometers represent the most viable platforms for the successful
implementation of several quantum information schemes that take advantage of optical …

Maximal qubit violations of -locality in star and chain networks

B Doolittle, E Chitambar - Physical Review A, 2023 - APS
The nonlocal correlations of noisy quantum systems are important for both understanding
nature and developing quantum technology. We consider the correlations of star and chain …

[PDF][PDF] 基于FPGA 的量子通信系统偏振态制备及控制集成化

张英强, 程子毓, 李海珍, 陈瑞云, 张国峰… - Laser & …, 2023 - researching.cn
摘要在以偏振编码为基础的量子保密通信中, 由于外界温度, 应力以及光纤的本身缺陷等因素,
使得偏振态无法保持长期稳定, 增加系统的误码率, 因此需进行偏振控制以维持通信系统正常 …

Bidirectional deep learning of polarization transfer in liquid crystals with application to quantum state preparation

D Vašinka, M Bielak, M Neset, M Ježek - Physical Review Applied, 2022 - APS
Accurate control of light polarization represents a core building block in polarization
metrology, imaging, and optical and quantum communications. Voltage-controlled liquid …