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Entropy-Assisted Nanosecond stochastic operation in perpendicular superparamagnetic tunnel junctions

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arxiv 2402.03452 v2 pith:6P6RWYMP submitted 2024-02-05 cond-mat.mtrl-sci

classification cond-mat.mtrl-sci
keywords dwellmeasuredperpendicularfieldjunctionstimesanisotropyapplied
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We demonstrate a good agreement between mean dwell times measured in 50~nm diameter, perpendicularly magnetized superparamagnetic tunnel junctions (SMTJ), and theoretical predictions based on Langer's theory. Due to a large entropic contribution, the theory yields Arrhenius prefactors in the femtosecond range for the measured junctions, in stark contrast to the typically assumed value of 1~ns. Thanks to the low prefactors, and fine-tuning of the perpendicular magnetic anisotropy, we report measured mean dwell times as low as 2.7~ns under an in-plane applied field at negligible bias voltage. Under a perpendicular applied field, we predict a Meyer-Neldel compensation phenomenon, whereby the prefactor scales like an exponential of the activation energy, in line with the exponential dependence of the measured dwell time on the field. We further predict the occurrence of (sub)nanosecond dwell times as a function of effective anisotropy and junction diameter at zero bias voltage. These findings pave the way towards the development of ultrafast, low-power, unconventional computing schemes operating by leveraging thermal noise in perpendicular SMTJs, which can be scaled down below 20~nm.

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Cited by 3 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Intrinsic Annealing in a Hybrid Memristor-Magnetic Tunnel Junction Ising Machine

    cs.ET 2025-06 conditional novelty 6.0 of 10

    A memristor-SMTJ Ising machine reaches global optima on a 24-node MAX-CUT and a 10-node graph coloring by using the read voltage itself as the annealing temperature.

  2. Emergent Synaptic Plasticity from Tunable Dynamics of Probabilistic Bits

    cond-mat.dis-nn 2025-05 conditional novelty 6.0 of 10

    A hidden p-bit with tunable fluctuation rate mediates a continuously tunable and directional effective coupling between two computational p-bits, as shown by numerical and analytic models.

  3. Sampling from exponential distributions in the time domain with superparamagnetic tunnel junctions

    cs.ET 2024-12 conditional novelty 6.0 of 10

    A probabilistic delay cell using a superparamagnetic tunnel junction samples exponential dwell-time distributions in the time domain, with proposed circuits for Metropolis-Hastings and weighted random sampling.

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