Work

Invited - Optical single-pixel sensing for Nonlinear Ising Machines

Year: 2025

Type: conference-paper

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.

Source: EPJ Web of Conferences

DOI: 10.1051/epjconf/202533512002

Authors: Luana Olivieri, Andrew Cooper, Luke Peters, Vittorio Cecconi, Alessia Pasquazi, Marco Peccianti, Juan S. Totero Gongora

Institution: Loughborough University

Language: English

Topic: Neural Networks and Reservoir Computing

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4414393911

FWCI:

Cites: 5

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