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Magnetic memory accelerates combinatorial optimization

delete2026-09-22
delete0
PRE
AI
H
Hantao Zhang
W
William A. Borders
M
M. D. Stiles *
DOI：10.1038/s41928-026-01713-1delete
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Abstract

Abstract

En 中文
An integrated array of magnetic tunnel junctions can be used to solve model-optimization problems based on the Ising model quickly and with low energy consumption.

Journal

Nature Electronics cover
Nature Electronics
IF:
40.9
Papers:
1.7K
Citations:
2.1W

Organization

G
George Washington University
Scholars:
22
Papers: 14
Citations: 0
N
national institute of standards and technology
Scholars:
3
Papers: 3
Citations: 0
Cited Papers

Cited Papers

Electric-field-assisted switching in magnetic tunnel junctions
errNATURE MATERIALS
IF38.5
err2011-11-13
err955
PREAI
errWang, Wei-Gang; Li, Mingen; Hageman, Stephen; Chien, C. L.
errShare
errSave
A coherent Ising machine for 2000-node optimization problems
errScience
IF0
err2016-11-04
err0
errOAAI
errTakahiro Inagaki; Yoshitaka Haribara; Koji Igarashi; Tomohiro Sonobe; Shuhei Tamate; Toshimori Honjo; Alireza Marandi; Peter L. McMahon; Takeshi Umeki; Koji Enbutsu; Osamu Tadanaga; Hirokazu Takenouchi; Kazuyuki Aihara; Ken-ichi Kawarabayashi; Kyo Inoue; Shoko Utsunomiya; Hiroki Takesue
errShare
errSave
Energy-efficient superparamagnetic Ising machine and its application to traveling salesman problems
errNATURE COMMUNICATIONS
IF15.7
err2024-04-24
err7
errOAAI
errSi, Jia; Yang, Shuhan; Cen, Yunuo; Chen, Jiaer; Huang, Yingna; Yao, Zhaoyang; Kim, Dong-Jun; Cai, Kaiming; Yoo, Jerald; Fong, Xuanyao; Yang, Hyunsoo
errShare
errSave
Ising formulations of many NP problems
errFrontiers in Physics
IF0
err2014-01-01
err0
errOAAI
errAndrew Lucas
errShare
errSave
A fully programmable 100-spin coherent Ising machine with all-to-all connections
errScience
IF0
err2016-11-04
err0
errOAAI
errPeter L. McMahon; Alireza Marandi; Yoshitaka Haribara; Ryan Hamerly; Carsten Langrock; Shuhei Tamate; Takahiro Inagaki; Hiroki Takesue; Shoko Utsunomiya; Kazuyuki Aihara; Robert L. Byer; M. M. Fejer; Hideo Mabuchi; Yoshihisa Yamamoto
errShare
errSave
Probabilistic computing with voltage-controlled dynamics in magnetic tunnel junctions
errNanotechnology
IF0
err2023-09-25
err0
errOAAI
errYixin Shao; Christian Duffee; Eleonora Raimondo; Noraica Davila; Victor Lopez-Dominguez; Jordan A Katine; Giovanni Finocchio; Pedram Khalili Amiri
errShare
errSave
Intrinsic annealing in a hybrid memristor-magnetic tunnel junction Ising machine
errNature Communications
IF15.7
err2026-04-16
err0
errOAAI
errMohammed Akib Iftakher; Hugo Levices; Kamel-Eddine Harabi; Adrien Renaudineau; Mathieu-Coumba Faye; Corentin Bouchard; Florian Disdier; Bernard Viala; Elisa Vianello; Philippe Talatchian; Kevin Garello; Damien Querlioz; Louis Hutin
errShare
errSave
An Ising machine for combinatorial optimization based on sub-nanosecond CMOS-integrated magnetoresistive random-access memory
errNature Electronics
IF40.9
err2026-09-22
err0
PREAI
errSai Li; Yihao Zhang; Albert Lee; Zheng Zhu; Lang Zeng; Peng Wang; Lei Gao; Di Wu; Weisheng Zhao
errShare
errSave
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