Creating stochastic neural networks with the help of probabilistic bits

S Liu, JAC Incorvia - Nature Electronics, 2023 - nature.com
Creating stochastic neural networks with the help of probabilistic bits | Nature Electronics
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[HTML][HTML] Optimizing free layer of magnetic tunnel junction for true random number generator

PB Alisha, TS Warrier - Memories-Materials, Devices, Circuits and Systems, 2023 - Elsevier
True random number generators (TRNGs) should ideally generate lengthy chains of non-
repeating, uncorrelated bit-streams that are efficient in terms of both energy and area …

Closed Loop Superparamagnetic Tunnel Junctions for Reliable True Randomness and Generative Artificial Intelligence

D Koh, Q Wang, BC McGoldrick, CT Chou, L Liu… - ar**‐Like Torque Ratios in Nonmagnet–Ferromagnet Heterojunctions
MH Lee, SJ Kim, SI Yoon, JK Lee, HS Ko, G Kim… - Small …, 2024 - Wiley Online Library
With the growing demand for high‐speed electronic devices with low energy consumption,
spin–orbit torque (SOT) has become a significant focus. SOT can switch the magnetization …

Magnetic tunnel junction random number generators applied to dynamically tuned probability trees driven by spin orbit torque

A Maicke, J Arzate, S Liu, J Kwon, JD Smith… - …, 2024 - iopscience.iop.org
Perpendicular magnetic tunnel junction (pMTJ)-based true-random number generators
(RNGs) can consume orders of magnitude less energy per bit than CMOS pseudo-RNGs …

Implementation of Bayesian Network Based on Ultra-High-Speed Superconductor Random Number Generators

R Yamanaka, N Yoshikawa, Y Yamanashi - IEEE Access, 2024 - ieeexplore.ieee.org
A Bayesian network (BN) is a graphical model that represents causal relationships between
events. BNs have been widely used in applications such as forecasting, diagnosis, and …

[HTML][HTML] Voltage-controlled magnetic anisotropy-based spintronic devices for magnetic memory applications: Challenges and perspectives

PK Mishra, M Sravani, A Bose, S Bhuktare - Journal of Applied Physics, 2024 - pubs.aip.org
Electronic spins provide an additional degree of freedom that can be used in modern spin-
based electronic devices. Some benefits of spintronic devices include nonvolatility, energy …