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Dr. Patrick M. Braganca
at Western Digital Corp
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Author
Publications (3)
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
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
Proceedings Article | 4 October 2022 Presentation
Implementation of a binary neural network on a passive array of magnetic tunnel junctions (Conference Presentation)
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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