Optically-addressed spatial light modulator for the Ising machine implementation

Vladimir V. Semenov; Xavier Porte; Claudio Conti; Ibrahim Abdulhalim; Laurent Larger; Daniel Brunner

doi:10.1109/CLEO/Europe-EQEC52157.2021.9541762

Optically-addressed spatial light modulator for the Ising machine implementation

Vladimir V. Semenov
, Xavier Porte
, Claudio Conti
, Ibrahim Abdulhalim
, Laurent Larger
, Daniel Brunner

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Many problems in mathematics, statistical mechanics, and computer science are hard to tackle by conventional computational methods, but can be reduced to the combinatorial problem of finding the ground state of the Ising model. However, the computational cost associated with a combinatorial optimization problem increases exponentially with the number of variables. This explains growing research interest towards physical and artificial spin-networks (schematically shown in Fig. 1 (a) ) that evolve according to an Ising Hamiltonian, which provides the combinatorial solution through the ground state observed in the experiment [1]. The implementation of analog autonomous spin-networks is currently considered a highly attractive prospect due to a potentially significant increase in energy efficiency and processing speed.

Original language	English
Title of host publication	2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021
Publisher	Institute of Electrical and Electronics Engineers
ISBN (Electronic)	9781665418768
DOIs	https://doi.org/10.1109/CLEO/Europe-EQEC52157.2021.9541762
State	Published - 1 Jun 2021
Event	2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021 - Munich, Germany Duration: 21 Jun 2021 → 25 Jun 2021

Publication series

Name	2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021

Conference

Conference	2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021
Country/Territory	Germany
City	Munich
Period	21/06/21 → 25/06/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Atomic and Molecular Physics, and Optics

Access to Document

10.1109/CLEO/Europe-EQEC52157.2021.9541762

Cite this

Semenov, V. V., Porte, X., Conti, C., Abdulhalim, I., Larger, L., & Brunner, D. (2021). Optically-addressed spatial light modulator for the Ising machine implementation. In 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021 (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/CLEO/Europe-EQEC52157.2021.9541762

Semenov, Vladimir V. ; Porte, Xavier ; Conti, Claudio et al. / Optically-addressed spatial light modulator for the Ising machine implementation. 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers, 2021. (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021).

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title = "Optically-addressed spatial light modulator for the Ising machine implementation",

abstract = "Many problems in mathematics, statistical mechanics, and computer science are hard to tackle by conventional computational methods, but can be reduced to the combinatorial problem of finding the ground state of the Ising model. However, the computational cost associated with a combinatorial optimization problem increases exponentially with the number of variables. This explains growing research interest towards physical and artificial spin-networks (schematically shown in Fig. 1 (a) ) that evolve according to an Ising Hamiltonian, which provides the combinatorial solution through the ground state observed in the experiment [1]. The implementation of analog autonomous spin-networks is currently considered a highly attractive prospect due to a potentially significant increase in energy efficiency and processing speed.",

author = "Semenov, \{Vladimir V.\} and Xavier Porte and Claudio Conti and Ibrahim Abdulhalim and Laurent Larger and Daniel Brunner",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021 ; Conference date: 21-06-2021 Through 25-06-2021",

year = "2021",

month = jun,

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doi = "10.1109/CLEO/Europe-EQEC52157.2021.9541762",

language = "English",

series = "2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021",

publisher = "Institute of Electrical and Electronics Engineers",

booktitle = "2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021",

address = "United States",

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Semenov, VV, Porte, X, Conti, C, Abdulhalim, I, Larger, L & Brunner, D 2021, Optically-addressed spatial light modulator for the Ising machine implementation. in 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021, Institute of Electrical and Electronics Engineers, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021, Munich, Germany, 21/06/21. https://doi.org/10.1109/CLEO/Europe-EQEC52157.2021.9541762

Optically-addressed spatial light modulator for the Ising machine implementation. / Semenov, Vladimir V.; Porte, Xavier; Conti, Claudio et al.
2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers, 2021. (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Optically-addressed spatial light modulator for the Ising machine implementation

AU - Semenov, Vladimir V.

AU - Porte, Xavier

AU - Conti, Claudio

AU - Abdulhalim, Ibrahim

AU - Larger, Laurent

AU - Brunner, Daniel

PY - 2021/6/1

Y1 - 2021/6/1

N2 - Many problems in mathematics, statistical mechanics, and computer science are hard to tackle by conventional computational methods, but can be reduced to the combinatorial problem of finding the ground state of the Ising model. However, the computational cost associated with a combinatorial optimization problem increases exponentially with the number of variables. This explains growing research interest towards physical and artificial spin-networks (schematically shown in Fig. 1 (a) ) that evolve according to an Ising Hamiltonian, which provides the combinatorial solution through the ground state observed in the experiment [1]. The implementation of analog autonomous spin-networks is currently considered a highly attractive prospect due to a potentially significant increase in energy efficiency and processing speed.

AB - Many problems in mathematics, statistical mechanics, and computer science are hard to tackle by conventional computational methods, but can be reduced to the combinatorial problem of finding the ground state of the Ising model. However, the computational cost associated with a combinatorial optimization problem increases exponentially with the number of variables. This explains growing research interest towards physical and artificial spin-networks (schematically shown in Fig. 1 (a) ) that evolve according to an Ising Hamiltonian, which provides the combinatorial solution through the ground state observed in the experiment [1]. The implementation of analog autonomous spin-networks is currently considered a highly attractive prospect due to a potentially significant increase in energy efficiency and processing speed.

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U2 - 10.1109/CLEO/Europe-EQEC52157.2021.9541762

DO - 10.1109/CLEO/Europe-EQEC52157.2021.9541762

M3 - Conference contribution

AN - SCOPUS:85117606664

T3 - 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021

BT - 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021

PB - Institute of Electrical and Electronics Engineers

T2 - 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021

Y2 - 21 June 2021 through 25 June 2021

ER -

Semenov VV, Porte X, Conti C, Abdulhalim I, Larger L, Brunner D. Optically-addressed spatial light modulator for the Ising machine implementation. In 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers. 2021. (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021). doi: 10.1109/CLEO/Europe-EQEC52157.2021.9541762

Optically-addressed spatial light modulator for the Ising machine implementation

Abstract

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UN SDGs

ASJC Scopus subject areas

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