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Creating electronic oscillator-based Ising machines without external injection locking

Coupled electronic oscillators have recently been explored as a compact, integrated circuit- and room temperature operation-compatible hardware platform to design Ising machines. However, such implementations presently require the injection of an externally generated second-harmonic signal to impose...

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Autores principales: Vaidya, Jaykumar, Surya Kanthi, R. S., Shukla, Nikhil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8770620/
https://www.ncbi.nlm.nih.gov/pubmed/35046438
http://dx.doi.org/10.1038/s41598-021-04057-2
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author Vaidya, Jaykumar
Surya Kanthi, R. S.
Shukla, Nikhil
author_facet Vaidya, Jaykumar
Surya Kanthi, R. S.
Shukla, Nikhil
author_sort Vaidya, Jaykumar
collection PubMed
description Coupled electronic oscillators have recently been explored as a compact, integrated circuit- and room temperature operation-compatible hardware platform to design Ising machines. However, such implementations presently require the injection of an externally generated second-harmonic signal to impose the phase bipartition among the oscillators. In this work, we experimentally demonstrate a new electronic autaptic oscillator (EAO) that uses engineered feedback to eliminate the need for the generation and injection of the external second harmonic signal to minimize the Ising Hamiltonian. Unlike conventional relaxation oscillators that typically decay with a single time constant, the feedback in the EAO is engineered to generate two decay time constants which effectively helps generate the second harmonic signal internally. Using this oscillator design, we show experimentally, that a system of capacitively coupled EAOs exhibits the desired bipartition in the oscillator phases without the need for any external second harmonic injection, and subsequently, demonstrate its application in solving the computationally hard Maximum Cut (MaxCut) problem. Our work not only establishes a new oscillator design aligned to the needs of the oscillator Ising machine but also advances the efforts to creating application specific analog computing platforms.
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spelling pubmed-87706202022-01-20 Creating electronic oscillator-based Ising machines without external injection locking Vaidya, Jaykumar Surya Kanthi, R. S. Shukla, Nikhil Sci Rep Article Coupled electronic oscillators have recently been explored as a compact, integrated circuit- and room temperature operation-compatible hardware platform to design Ising machines. However, such implementations presently require the injection of an externally generated second-harmonic signal to impose the phase bipartition among the oscillators. In this work, we experimentally demonstrate a new electronic autaptic oscillator (EAO) that uses engineered feedback to eliminate the need for the generation and injection of the external second harmonic signal to minimize the Ising Hamiltonian. Unlike conventional relaxation oscillators that typically decay with a single time constant, the feedback in the EAO is engineered to generate two decay time constants which effectively helps generate the second harmonic signal internally. Using this oscillator design, we show experimentally, that a system of capacitively coupled EAOs exhibits the desired bipartition in the oscillator phases without the need for any external second harmonic injection, and subsequently, demonstrate its application in solving the computationally hard Maximum Cut (MaxCut) problem. Our work not only establishes a new oscillator design aligned to the needs of the oscillator Ising machine but also advances the efforts to creating application specific analog computing platforms. Nature Publishing Group UK 2022-01-19 /pmc/articles/PMC8770620/ /pubmed/35046438 http://dx.doi.org/10.1038/s41598-021-04057-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Vaidya, Jaykumar
Surya Kanthi, R. S.
Shukla, Nikhil
Creating electronic oscillator-based Ising machines without external injection locking
title Creating electronic oscillator-based Ising machines without external injection locking
title_full Creating electronic oscillator-based Ising machines without external injection locking
title_fullStr Creating electronic oscillator-based Ising machines without external injection locking
title_full_unstemmed Creating electronic oscillator-based Ising machines without external injection locking
title_short Creating electronic oscillator-based Ising machines without external injection locking
title_sort creating electronic oscillator-based ising machines without external injection locking
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8770620/
https://www.ncbi.nlm.nih.gov/pubmed/35046438
http://dx.doi.org/10.1038/s41598-021-04057-2
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