Coherent Ising Machines with Error Correction Feedback
Abstract: A nonequilibrium open‐dissipative neural network, such as a coherent Ising machine based on mutually coupled optical parametric oscillators, has been proposed and demonstrated as a novel computing machine for hard combinatorial optimization problems. However, there is a challenge in the previously proposed approach: The machine can be trapped by local minima which increases exponentially with a problem size. This leads to erroneous solutions rather than correct answers. In this paper, it is shown that it is possible to overcome this problem partially by introducing error detection and correction feedback mechanism. The proposed machine achieves efficient sampling of degenerate ground states and low‐energy excited states via its inherent exploration property during a solution search process.
- Standort
-
Deutsche Nationalbibliothek Frankfurt am Main
- Umfang
-
Online-Ressource
- Sprache
-
Englisch
- Erschienen in
-
Coherent Ising Machines with Error Correction Feedback ; volume:3 ; number:11 ; year:2020 ; extent:14
Advanced quantum technologies ; 3, Heft 11 (2020) (gesamt 14)
- Urheber
-
Kako, Satoshi
Leleu, Timothée
Inui, Yoshitaka
Khoyratee, Farad
Reifenstein, Sam
Yamamoto, Yoshihisa
- DOI
-
10.1002/qute.202000045
- URN
-
urn:nbn:de:101:1-2022062909182693184175
- Rechteinformation
-
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Letzte Aktualisierung
-
15.08.2025, 07:37 MESZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
Deutsche Nationalbibliothek. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Deutsche Nationalbibliothek. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Beteiligte
- Kako, Satoshi
- Leleu, Timothée
- Inui, Yoshitaka
- Khoyratee, Farad
- Reifenstein, Sam
- Yamamoto, Yoshihisa
Ähnliche Objekte (12)
Coherent Ising Machines with Optical Error Correction Circuits
Understanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models
Coherent Ising machines—optical neural networks operating at the quantum limit
Publisher Correction: Coherent Ising machines—optical neural networks operating at the quantum limit
Ising machines with strong bilinear coupling
Efficient optimization with higher-order Ising machines
Ising Machines for Diophantine Problems in Physics
Effective implementation of $$\textL}{0}$$ L 0 -regularised compressed sensing with chaotic-amplitude-controlled coherent Ising machines
Classical emulation of quantum-coherent thermal machines
Large-scale coherent Ising machine based on optoelectronic parametric oscillator
Silicon nanophotonics for scalable quantum coherent feedback networks
All-to-all reconfigurability with sparse and higher-order Ising machines
Coherent Ising Machines with Optical Error Correction Circuits
Understanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models
Coherent Ising machines—optical neural networks operating at the quantum limit
Publisher Correction: Coherent Ising machines—optical neural networks operating at the quantum limit
Ising machines with strong bilinear coupling
Efficient optimization with higher-order Ising machines
Ising Machines for Diophantine Problems in Physics
Effective implementation of $$\textL}{0}$$ L 0 -regularised compressed sensing with chaotic-amplitude-controlled coherent Ising machines
Classical emulation of quantum-coherent thermal machines
Large-scale coherent Ising machine based on optoelectronic parametric oscillator
Silicon nanophotonics for scalable quantum coherent feedback networks
All-to-all reconfigurability with sparse and higher-order Ising machines
Coherent Ising Machines with Optical Error Correction Circuits
Understanding dynamics of coherent Ising machines through simulation of large-scale 2D Ising models
Coherent Ising machines—optical neural networks operating at the quantum limit
Publisher Correction: Coherent Ising machines—optical neural networks operating at the quantum limit
Ising machines with strong bilinear coupling
Efficient optimization with higher-order Ising machines
Ising Machines for Diophantine Problems in Physics
Effective implementation of $$\textL}{0}$$ L 0 -regularised compressed sensing with chaotic-amplitude-controlled coherent Ising machines
Classical emulation of quantum-coherent thermal machines
Large-scale coherent Ising machine based on optoelectronic parametric oscillator
Silicon nanophotonics for scalable quantum coherent feedback networks