Using noise to augment synchronization among oscillators

Abstract 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 relaxati...

Full description

Bibliographic Details
Main Authors: Jaykumar Vaidya, Mohammad Khairul Bashar, Nikhil Shukla
Format: Article
Language:English
Published: Nature Publishing Group 2021-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-83806-9
id doaj-6f48f0a439c14584b5747dab9921977b
record_format Article
spelling doaj-6f48f0a439c14584b5747dab9921977b2021-03-11T12:13:37ZengNature Publishing GroupScientific Reports2045-23222021-02-011111810.1038/s41598-021-83806-9Using noise to augment synchronization among oscillatorsJaykumar Vaidya0Mohammad Khairul Bashar1Nikhil Shukla2Department of Electrical and Computer Engineering, University of VirginiaDepartment of Electrical and Computer Engineering, University of VirginiaDepartment of Electrical and Computer Engineering, University of VirginiaAbstract 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.https://doi.org/10.1038/s41598-021-83806-9
collection DOAJ
language English
format Article
sources DOAJ
author Jaykumar Vaidya
Mohammad Khairul Bashar
Nikhil Shukla
spellingShingle Jaykumar Vaidya
Mohammad Khairul Bashar
Nikhil Shukla
Using noise to augment synchronization among oscillators
Scientific Reports
author_facet Jaykumar Vaidya
Mohammad Khairul Bashar
Nikhil Shukla
author_sort Jaykumar Vaidya
title Using noise to augment synchronization among oscillators
title_short 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_sort using noise to augment synchronization among oscillators
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-02-01
description Abstract 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.
url https://doi.org/10.1038/s41598-021-83806-9
work_keys_str_mv AT jaykumarvaidya usingnoisetoaugmentsynchronizationamongoscillators
AT mohammadkhairulbashar usingnoisetoaugmentsynchronizationamongoscillators
AT nikhilshukla usingnoisetoaugmentsynchronizationamongoscillators
_version_ 1724224590591295488