Invited - Optical single-pixel sensing for Nonlinear Ising Machines

Q: What type of study is this?

This is a Experimental Study study.

Luana Olivieri; Andrew Cooper; Luke Peters; Vittorio Cecconi; Alessia Pasquazi; Marco Peccianti; Juan Sebastian Totero Gongora

doi:10.1051/epjconf/202533512002

January 1, 2025EPJ Web of ConferencesOpen Access

Invited - Optical single-pixel sensing for Nonlinear Ising Machines

View Full Paper

Ask AI

Bookmark

Share

Key Points

Adiabatic transitions from nonlocal to local Hamiltonians simplify finding the ground state in complex landscapes.
The double single-pixel detection approach enhances the efficacy of solving combinatorial problems.
Photonic Ising machines leverage parallelism to address challenges associated with Metropolis-based algorithms.
This study contributes a novel strategy for optimizing performance in photonic computing environments.

Implication

Innovative techniques improve ground state discovery in photonic Ising machines, highlighting algorithm efficiency.

Abstract

Photonic Ising machines leverage large-scale parallelism for solving large combinatorial problems, yet multiple minima hamper Metropolis-based algorithm. A double single-pixel detection approach enables adiabatic energetic transitions from nonlocal to local Hamiltonians, finding the ground state of complex landscapes.

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Olivieri et al. (2025) studied this question.

synapsesocial.com/papers/68d4725631b076d99fa6b083 https://doi.org/10.1051/epjconf/202533512002

View Full Paper

Ask AI

Bookmark

Share

Invited - Optical single-pixel sensing for Nonlinear Ising Machines

Key Points

Implication

Abstract

Discussion

Cite This Study

Invited - Optical single-pixel sensing for Nonlinear Ising Machines

Key Points

Implication

Abstract

Discussion

Cite This Study

Keep reading

Keep reading