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Using noise to augment synchronization among oscillators
Noise is expected to play an important role in the dynamics of analog systems such as coupled oscillators which have recently been explored as a hardware platform for application in computing. In this work, we experimentally investigate the effect of noise on the synchronization of relaxation oscill...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7904917/ https://www.ncbi.nlm.nih.gov/pubmed/33627725 http://dx.doi.org/10.1038/s41598-021-83806-9 |
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author | Vaidya, Jaykumar Bashar, Mohammad Khairul Shukla, Nikhil |
author_facet | Vaidya, Jaykumar Bashar, Mohammad Khairul Shukla, Nikhil |
author_sort | Vaidya, Jaykumar |
collection | PubMed |
description | Noise is expected to play an important role in the dynamics of analog systems such as coupled oscillators which have recently been explored as a hardware platform for application in computing. In this work, we experimentally investigate the effect of noise on the synchronization of relaxation oscillators and their computational properties. Specifically, in contrast to its typically expected adverse effect, we first demonstrate that a common white noise input induces frequency locking among uncoupled oscillators. Experiments show that the minimum noise voltage required to induce frequency locking increases linearly with the amplitude of the oscillator output whereas it decreases with increasing number of oscillators. Further, our work reveals that in a coupled system of oscillators—relevant to solving computational problems such as graph coloring, the injection of white noise helps reduce the minimum required capacitive coupling strength. With the injection of noise, the coupled system demonstrates frequency locking along with the desired phase-based computational properties at 5 × lower coupling strength than that required when no external noise is introduced. Consequently, this can reduce the footprint of the coupling element and the corresponding area-intensive coupling architecture. Our work shows that noise can be utilized as an effective knob to optimize the implementation of coupled oscillator-based computing platforms. |
format | Online Article Text |
id | pubmed-7904917 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79049172021-02-25 Using noise to augment synchronization among oscillators Vaidya, Jaykumar Bashar, Mohammad Khairul Shukla, Nikhil Sci Rep Article Noise is expected to play an important role in the dynamics of analog systems such as coupled oscillators which have recently been explored as a hardware platform for application in computing. In this work, we experimentally investigate the effect of noise on the synchronization of relaxation oscillators and their computational properties. Specifically, in contrast to its typically expected adverse effect, we first demonstrate that a common white noise input induces frequency locking among uncoupled oscillators. Experiments show that the minimum noise voltage required to induce frequency locking increases linearly with the amplitude of the oscillator output whereas it decreases with increasing number of oscillators. Further, our work reveals that in a coupled system of oscillators—relevant to solving computational problems such as graph coloring, the injection of white noise helps reduce the minimum required capacitive coupling strength. With the injection of noise, the coupled system demonstrates frequency locking along with the desired phase-based computational properties at 5 × lower coupling strength than that required when no external noise is introduced. Consequently, this can reduce the footprint of the coupling element and the corresponding area-intensive coupling architecture. Our work shows that noise can be utilized as an effective knob to optimize the implementation of coupled oscillator-based computing platforms. Nature Publishing Group UK 2021-02-24 /pmc/articles/PMC7904917/ /pubmed/33627725 http://dx.doi.org/10.1038/s41598-021-83806-9 Text en © The Author(s) 2021 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/. |
spellingShingle | Article Vaidya, Jaykumar Bashar, Mohammad Khairul Shukla, Nikhil Using noise to augment synchronization among oscillators |
title | Using noise to augment synchronization among oscillators |
title_full | Using noise to augment synchronization among oscillators |
title_fullStr | Using noise to augment synchronization among oscillators |
title_full_unstemmed | Using noise to augment synchronization among oscillators |
title_short | Using noise to augment synchronization among oscillators |
title_sort | using noise to augment synchronization among oscillators |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7904917/ https://www.ncbi.nlm.nih.gov/pubmed/33627725 http://dx.doi.org/10.1038/s41598-021-83806-9 |
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