Optoelectronic coherent Ising machine for combinatorial optimization problems

被引：2

作者：

Mwamsojo, Nickson ^{[1
]}

Lehmann, Frederic ^{[1
]}

Merghem, Kamel ^{[1
]}

Benkelfat, Badr-Eddine ^{[1
]}

Frignac, Yann ^{[2
]}

机构：

[1] Inst Polytech Paris, TIPIC SAMOVAR, Telecom SudParis, F-91120 Palaiseau, France

[2] Huawei Technol France, 18 Quai Point Jour, F-92100 Boulogne Billancourt, France

来源：

OPTICS LETTERS | 2023年 / 48卷 / 08期

关键词：

ALGORITHM;

D O I：

10.1364/OL.485215

中图分类号：

O43 [光学];

学科分类号：

070207 ; 0803 ;

摘要：

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

引用

页码：2150 / 2153

页数：4

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