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Optoelectronic coherent Ising machine for combinatorial optimization problems

delete2023-04-13
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PRE
AI
N
Nickson Mwamsojo *
F
Frédéric Lehmann
K
K. Merghem
B
Badr-Eddine Benkelfat
Y
Yann Frignac
DOI:10.1364/OL.485215delete
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Abstract

Abstract

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
Keywords:
ALGORITHM

Journal

Optics Letters cover
Optics Letters
IF:
3.3
Papers:
4.0W
Citations:
7.6W

Organization

I
imt - institut mines-telecom
Scholars:
7.4K
Papers: 6.4K
Citations: 5
I
institut polytechnique de paris
Scholars:
1.3W
Papers: 1.0W
Citations: 6