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William A Borders
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Integer factorization using stochastic magnetic tunnel junctions
WA Borders, AZ Pervaiz, S Fukami, KY Camsari, H Ohno, S Datta
Nature 573 (7774), 390-393, 2019
4252019
Analogue spin–orbit torque device for artificial-neural-network-based associative memory operation
WA Borders, H Akima, S Fukami, S Moriya, S Kurihara, Y Horio, S Sato, ...
Applied physics express 10 (1), 013007, 2016
2162016
Nanosecond random telegraph noise in in-plane magnetic tunnel junctions
K Hayakawa, S Kanai, T Funatsu, J Igarashi, B Jinnai, WA Borders, ...
Physical review letters 126 (11), 117202, 2021
1052021
Hardware-Aware In Situ Learning Based on Stochastic Magnetic Tunnel Junctions
J Kaiser, WA Borders, KY Camsari, S Fukami, H Ohno, S Datta
Physical Review Applied 17 (1), 014016, 2022
552022
III–V tunnel FET model with closed-form analytical solution
JU Mehta, WA Borders, H Liu, R Pandey, S Datta, L Lunardi
IEEE Transactions on Electron Devices 63 (5), 2163-2168, 2015
472015
Double-free-layer magnetic tunnel junctions for probabilistic bits
KY Camsari, MM Torunbalci, WA Borders, H Ohno, S Fukami
Physical Review Applied 15 (4), 044049, 2021
252021
Characterization of spin–orbit torque-controlled synapse device for artificial neural network applications
WA Borders, S Fukami, H Ohno
Japanese Journal of Applied Physics 57 (10), 1002B2, 2018
232018
Sigmoidal curves of stochastic magnetic tunnel junctions with perpendicular easy axis
K Kobayashi, WA Borders, S Kanai, K Hayakawa, H Ohno, S Fukami
Applied Physics Letters 119 (132406), 2021
182021
External-field-robust stochastic magnetic tunnel junctions using a free layer with synthetic antiferromagnetic coupling
K Kobayashi, K Hayakawa, J Igarashi, WA Borders, S Kanai, H Ohno, ...
Physical Review Applied 18 (5), 054085, 2022
62022
Use of analog spintronics device in performing neuro-morphic computing functions
S Fukami, WA Borders, A Kurenkov, C Zhang, S DuttaGupta, H Ohno
2017 Fifth Berkeley Symposium on Energy Efficient Electronic Systems & Steep …, 2017
32017
Stack structure dependence of magnetic properties of PtMn/[Co/Ni] films for spin-orbit torque switching device
WA Borders, S Fukami, H Ohno
IEEE Transactions on Magnetics 53 (11), 1-4, 2017
32017
Programmable electrical coupling between stochastic magnetic tunnel junctions
S Gibeault, TN Adeyeye, LA Pocher, DP Lathrop, MW Daniels, MD Stiles, ...
Physical Review Applied 21 (3), 034064, 2024
22024
Neural networks three ways: unlocking novel computing schemes using magnetic tunnel junction stochasticity
MW Daniels, WA Borders, N Prasad, A Madhavan, S Gibeault, T Adeyeye, ...
Spintronics XVI 12656, 84-94, 2023
22023
Probabilistic computing based on spintronics technology
S Fukami, WA Borders, AZ Pervaiz, KY Camsari, S Datta, H Ohno
2020 IEEE Silicon Nanoelectronics Workshop (SNW), 21-22, 2020
22020
Experimental demonstration of a robust training method for strongly defective neuromorphic hardware
WA Borders, A Madhavan, MW Daniels, V Georgiou, M Lueker-Boden, ...
arXiv preprint arXiv:2312.06446, 2023
12023
Random number generation unit and computing system
S Fukami, WA Borders, T Funatsu, S Kanai, K Hayakawa, H Ohno
US Patent App. 17/609,123, 2022
12022
Solving integer factorization with stochastic magnetic tunnel junctions and a quantum adiabatic algorithm
WA Borders, AZ Pervaiz, S Fukami, KY Camsari, S Datta, H Ohno
JSAP Annual Meetings Extended Abstracts The 67th JSAP Spring Meeting 2020 …, 2020
12020
A compact model for compound semiconductor tunneling field-effect-transistors
JU Mehta, WA Borders, L Lunardi, H Liu, S Datta
IEEE SOUTHEASTCON 2014, 1-3, 2014
12014
Layer Ensemble Averaging for Improving Memristor-Based Artificial Neural Network Performance
O Yousuf, B Hoskins, K Ramu, M Fream, WA Borders, A Madhavan, ...
arXiv preprint arXiv:2404.15621, 2024
2024
Magnetic tunnel junction-based crossbars: improving neural network performance by reducing the impact of non-idealities
W Borders, N Prasad, B Hoskins, A Madhavan, M Daniels, V Gerogiou, ...
Magnetic tunnel junction-based crossbars: improving neural network …, 2023
2023
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