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Distributed Injection-Locking in Analog Ising Machines to Solve Combinatorial Optimizations
arXiv - CS - Emerging Technologies Pub Date : 2020-11-18 , DOI: arxiv-2011.09067
M. Ali Vosoughi

The oscillator-based Ising machine (OIM) is a network of coupled CMOS oscillators that solves combinatorial optimization problems. In this paper, the distribution of the injection-locking oscillations throughout the circuit is proposed to accelerate the phase-locking of the OIM. The implications of the proposed technique theoretically investigated and verified by extensive simulations in EDA tools with a $130~nm$ PTM model. By distributing the injective signal of the super-harmonic oscillator, the speed is increased by $219.8\%$ with negligible increase in the power dissipation and phase-locking error of the device due to the distributed technique.

中文翻译:

模拟 Ising 机器中的分布式注入锁定以解决组合优化

基于振荡器的伊辛机 (OIM) 是一个耦合 CMOS 振荡器网络,用于解决组合优化问题。在本文中,提出了整个电路中注入锁定振荡的分布,以加速 OIM 的锁相。通过在 EDA 工具中使用 $130~nm$ PTM 模型进行广泛模拟,对所提出技术的影响进行了理论上的研究和验证。通过分配超谐波振荡器的注入信号,速度提高了$219.8\%$,而由于分布式技术而导致的器件功耗和锁相误差的增加可以忽略不计。
更新日期:2020-11-19
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