Optoelectronic coherent Ising machine for combinatorial optimization problems

doi:10.1364/OL.485215

2023-04-13

PRE

Nickson Mwamsojo *

Frédéric Lehmann

K. Merghem

Badr-Eddine Benkelfat

Yann Frignac

DOI：10.1364/OL.485215

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摘要

En 中文

Hopfield networks are iterative procedures able to solve combinatorial optimization problems. New studies regarding algorithm-architecture adequacy are fostered by the re-emergence of hardware implementations of such methods in the form of Ising machines. In this work, we propose an optoelectronic architecture suitable for fast processing and low energy consumption. We show that our approach allows effective optimization relevant to statistical image denoising. (C) 2023 Optica Publishing Group

Keyword:

ALGORITHM

期刊

Optics Letters

IF:

3.3

论文数:

4.0W

被引数:

7.6W

机构

imt - institut mines-telecom

学者数:

7.4K

论文数: 6.4K

被引数: 5

institut polytechnique de paris

学者数:

1.3W

论文数: 1.0W

被引数: 6

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