Dynamical control of random telegraph noise in magnetic tunnel junctions

Rapid random telegraph noise (RTN) in magnetic tunnel junctions (MTJs) is an important figure of merit for probabilistic computing applications. However, the interactions between the macrospin and spin waves with finite wave numbers reduce the RTN attempt frequency. We theoretically show that mode-selective heating and cooling can substantially tune the RTN frequency. We propose a nonlinear cooling mechanism that accelerates the switching dynamics. We outline experimental pathways to characterize the physics of nonlinear effects on RTN and to maximize the operation speed of MTJ-based probabilistic computing.

Publication Details

Journal
ArXiv.org
Published
2025-05-01
Primary Topic
Magnetic properties of thin films
Type
article
Field-Weighted Citation Impact
0.00

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article

Dynamical control of random telegraph noise in magnetic tunnel junctions

ArXiv.org
Magnetic properties of thin films
article

Dynamical control of random telegraph noise in magnetic tunnel junctions

article en

Abstract

Rapid random telegraph noise (RTN) in magnetic tunnel junctions (MTJs) is an important figure of merit for probabilistic computing applications. However, the interactions between the macrospin and spin waves with finite wave numbers reduce the RTN attempt frequency. We theoretically show that mode-selective heating and cooling can substantially tune the RTN frequency. We propose a nonlinear cooling mechanism that accelerates the switching dynamics. We outline experimental pathways to characterize the physics of nonlinear effects on RTN and to maximize the operation speed of MTJ-based probabilistic computing.

ArXiv.org
Ministry of Education, Culture, Sports, Science and Technology, Japan Society for the Promotion of Science, Research Institute of Electrical Communication, Tohoku University, Precursory Research for Embryonic Science and Technology
Affordable and clean energy
Openalex Percentile: Top 52%
Magnetic properties of thin films
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