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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...

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Autores principales: Vaidya, Jaykumar, Bashar, Mohammad Khairul, Shukla, Nikhil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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.
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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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