vix.ing · top · new · best · stats · spec

Application of Probabilistic-bit in Precision Measurements

2024/05/14 by Yunwen Liu, Jiang Xiao, Liu, Yunwen +1 · 1 citation
Computer Science · Decision Sciences · Engineering · #Advanced Sensor Technologies Research #Applied Physics (physics.app-ph) #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Scientific Measurement and Uncertainty Evaluation #Sensor Technology and Measurement Systems #Statistical Mechanics (cond-mat.stat-mech)

paper · pdf · doi:10.48550/arxiv.2405.08382

openalex publication_date 2024/05/14 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

We propose a novel approach for precision measurement utilizing an ensemble of probabilistic bits (p-bits). This method leverages the inherent fluctuations of p-bits to achieve high sensitivity in various applications, including magnetic field sensing, temperature monitoring and timekeeping. The sensitivity scales proportionally to the square root of the total number of p-bits, enabling unprecedented accuracy with large ensembles. Furthermore, the robustness of this method against device imperfections and non-uniformity enhances its practicality and scalability. This work paves the way for a new paradigm in precision measurement, offering a cost-effective and versatile alternative to traditional methods.

Cited by

Related