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创建无需外部注入锁定的基于电子振荡器的伊辛机。

Creating electronic oscillator-based Ising machines without external injection locking.

作者信息

Vaidya Jaykumar, Surya Kanthi R S, Shukla Nikhil

机构信息

Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA, 22904, USA.

出版信息

Sci Rep. 2022 Jan 19;12(1):981. doi: 10.1038/s41598-021-04057-2.

Abstract

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.

摘要

耦合电子振荡器最近已被探索作为一种紧凑的、与集成电路和室温操作兼容的硬件平台来设计伊辛机。然而,目前这种实现方式需要注入外部产生的二次谐波信号,以在振荡器之间施加相位二分。在这项工作中,我们通过实验展示了一种新型电子自突触振荡器(EAO),它利用设计的反馈来消除产生和注入外部二次谐波信号的需求,以最小化伊辛哈密顿量。与通常以单个时间常数衰减的传统弛豫振荡器不同,EAO中的反馈被设计为产生两个衰减时间常数,这有效地有助于在内部产生二次谐波信号。使用这种振荡器设计,我们通过实验表明,电容耦合EAO系统在振荡器相位中呈现出所需的二分,而无需任何外部二次谐波注入,随后,展示了其在解决计算困难的最大割(MaxCut)问题中的应用。我们的工作不仅建立了一种符合振荡器伊辛机需求的新振荡器设计,还推动了创建特定应用模拟计算平台的努力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/05fa/8770620/80b19bcaf6e5/41598_2021_4057_Fig1_HTML.jpg

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