Dr. Mark D. Stiles Profile

Dr. Mark D. Stiles

Principal Investigator at National Institute of Standards and Technology

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Author

Publications (12)

Proceedings Article | 4 October 2024 Presentation

Method for training robust neural network solutions for MTJ-based hardware with defects

William Borders, Advait Madhavan, Matthew Daniels, Vasileia Georgiou, Martin Lueker-Boden, Tiffany Santos, Patrick Braganca, Mark Stiles, Jabez McClelland, Brian Hoskins

Proceedings Volume PC13119, PC131190S (2024) https://doi.org/10.1117/12.3027145

KEYWORDS: Education and training, Artificial neural networks, Computer hardware, Binary data, Magnetic tunnel junctions, Industrial applications

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Proceedings Article | 4 October 2024 Presentation

Hardware implementation of a scalable two-spin Ising computer

Sidra Gibeault, Temitayo Adeyeye, Liam Pocher, Daniel Lathrop, Matthew Daniels, Mark Stiles, Jabez McClelland, William Borders, Jason Ryan, Philippe Talatchian, Ursula Ebels, Advait Madhavan

Proceedings Volume PC13119, PC1311924 (2024) https://doi.org/10.1117/12.3027885

KEYWORDS: Computer hardware, Algorithm development, Network architectures, Design, Computer programming, Analog electronics, Algorithms

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Proceedings Article | 4 October 2024 Presentation

Leveraging stochastic properties of spintronic nanodevices for unconventional computing

Nhat Tan Phan, Lucile Soumah, Louise Desplat, Jonathan Peters, Nitin Prasad, Abderrazak Hakam, Ahmed Sidi El Valli, Lorena Anghel, Luana Benetti, Alex Jenkins, Ricardo Ferreira, Florian Disdier, Liliana Buda-Prejbeanu, Ricardo Sousa, Advait Madhavan, Mark D. Stiles, Ursula Ebels, Philippe Talatchian

Proceedings Volume PC13119, PC131190T (2024) https://doi.org/10.1117/12.3027425

KEYWORDS: Stochastic processes, Spintronics, Nanostructures, Neurons, Magnetic tunnel junctions, Neural networks, Switching, Pattern recognition, Nonlinear dynamics, Energy efficiency

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Proceedings Article | 28 September 2023 Presentation

Spin-Hall transport and spin-orbit torque from first principles: from single layers to trilayers

Kirill Belashchenko, Giovanni Baez Flores, Wuzhang Fang, Alexey Kovalev, Vivek Amin, Paul Haney, Mark Stiles

Proceedings Volume PC12656, PC126560U (2023) https://doi.org/10.1117/12.2676090

KEYWORDS: Ferromagnetics, Spin polarization, Platinum, Multilayers, Diseases and disorders, Copper, Boundary conditions

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Proceedings Article | 28 September 2023 Presentation + Paper

Neural networks three ways: unlocking novel computing schemes using magnetic tunnel junction stochasticity

Matthew Daniels, William Borders, Nitin Prasad, Advait Madhavan, Sidra Gibeault, Temitayo Adeyeye, Liam Pocher, Lei Wan, Michael Tran, Jordan Katine, Daniel Lathrop, Brian Hoskins, Tiffany Santos, Patrick Braganca, Mark Stiles, Jabez McClelland

Proceedings Volume 12656, 126560B (2023) https://doi.org/10.1117/12.2682099

KEYWORDS: Stochastic processes, Magnetic tunnel junctions, Neural networks, Magnetism, Computer architecture, Resistors

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Proceedings Article | 4 October 2022 Presentation

Implementation of a binary neural network on a passive array of magnetic tunnel junctions (Conference Presentation)

Jonathan Goodwill, Nitin Prasad, Brian Hoskins, Matthew Daniels, Advait Madhavan, Lei Wan, Tiffany Santos, Michael Tran, Jordan Katine, Patrick Braganca, Mark Stiles, Jabez McClelland

Proceedings Volume PC12205, PC122050L (2022) https://doi.org/10.1117/12.2632314

KEYWORDS: Neural networks, Magnetism, Binary data, Signal processing, Resistance, Performance modeling, Instrument modeling

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Proceedings Article | 20 August 2020 Presentation

Electrical spin current generation in ferromagnets

Vivek Amin, Mark Stiles, Paul Haney

Proceedings Volume 11470, 114701F (2020) https://doi.org/10.1117/12.2569122

KEYWORDS: Electrons, Magnetism, Transition metals, Heterojunctions, Spintronics

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Proceedings Article | 10 September 2019 Presentation

Anatomy of spin-orbit torque (Conference Presentation)

Vivek Amin, Paul Haney, Mark Stiles

Proceedings Volume 11090, 110901I (2019) https://doi.org/10.1117/12.2528793

KEYWORDS: Ferromagnetics, Magnetism, Heterojunctions, Crystals, Electrons

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Proceedings Article | 4 November 2016 Presentation

Superparamagnetic tunnel junctions for bio-inspired computing (Conference Presentation)

Julie Grollier, Jacob Torrejon, Mathieu Riou, Vincent Cros, Damien Querlioz, Sumito Tsunegi, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark Stiles, Guru Khalsa

Proceedings Volume 9931, 99310N (2016) https://doi.org/10.1117/12.2236990

KEYWORDS: Motion models, Oscillators, Systems modeling, Bio-inspired computing, Brain, Neurons, Pattern recognition, Robotics, Standards development, Spintronics

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Proceedings Article | 4 November 2016 Presentation + Paper

Spin-transfer torque in ferromagnetic bilayers generated by anomalous Hall effect and anisotropic magnetoresistance

Tomohiro Taniguchi, Julie Grollier, M. Stiles

Proceedings Volume 9931, 99310W (2016) https://doi.org/10.1117/12.2235822

KEYWORDS: Ferromagnetics, Diffusion, Scattering, Spin polarization, Spintronics, Iron, Resistance, Nanotechnology, Standards development, Electron transport

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Proceedings Article | 12 October 2015 Presentation

Spin-orbit torques in magnetic bilayers (Presentation Recording)

Paul Haney, Mark Stiles, Hyun-Woo Lee, Aurélien Manchon, Kyung-Jin Lee

Proceedings Volume 9551, 955109 (2015) https://doi.org/10.1117/12.2190068

KEYWORDS: Magnetism, Interfaces, Metals, Spintronics, Standards development, Logic devices, Thin films, Scattering, Video, Current controlled current source

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Proceedings Article | 24 August 2009 Paper

Spin transfer torques by point-contact spin injection

T. Chen, Y. Ji, S. Huang, C. Chien, M. Stiles

Proceedings Volume 7398, 73980C (2009) https://doi.org/10.1117/12.825426

KEYWORDS: Resistance, Magnetism, Switching, Solids, Cobalt, Virtual colonoscopy, Lithography, Metals, Switches, Ferromagnetics

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Showing 5 of 12 publications

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