High-Speed Tunable Generation of Random Number Distributions Using Actuated Perpendicular Magnetic Tunnel Junctions

Authors: Valli, Ahmed Sidi El, Tsao, Michael, Smith, J. Darby, Misra, Shashank, Kent, Andrew D.

Subject Terms: Physics - Applied Physics

Access URL: http://arxiv.org/abs/2501.06318

AI-Guided Codesign Framework for Novel Material and Device Design applied to MTJ-based True Random Number Generators

Authors: Patel, Karan P., Maicke, Andrew, Arzate, Jared, Kwon, Jaesuk, Smith, J. Darby, Aimone, James B., Incorvia, Jean Anne C., Cardwell, Suma G., Schuman, Catherine D.

Subject Terms: Computer Science - Emerging Technologies, Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2411.01008

A Stochastic Calculus Approach to Boltzmann Transport

Authors: Smith, J. Darby, Lehoucq, Rich, Franke, Brian

Subject Terms: Mathematics - Probability, Mathematical Physics

Access URL: http://arxiv.org/abs/2407.02295

Synaptic Sampling of Neural Networks

Authors: Aimone, James B., Severa, William, Smith, J. Darby

Source: 2023 IEEE International Conference on Rebooting Computing (ICRC) Rebooting Computing (ICRC), 2023 IEEE International Conference on. :1-9 Dec, 2023

Relation: 2023 IEEE International Conference on Rebooting Computing (ICRC)

AI-Enhanced Codesign of Neuromorphic Circuits

Authors: Crowder, Douglas C., Smith, J. Darby, Cardwell, Suma G.

Source: 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS) Circuits and Systems (MWSCAS), 2023 IEEE 66th International Midwest Symposium on. :1025-1029 Aug, 2023

Relation: 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS)

Stochastic Neuromorphic Circuits for Solving MAXCUT

Authors: Theilman, Bradley H., Wang, Yipu, Parekh, Ojas, Severa, William, Smith, J. Darby, Aimone, James B.

Source: 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) IPDPS Parallel and Distributed Processing Symposium (IPDPS), 2023 IEEE International. :779-787 May, 2023

Relation: 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation

Authors: Cardwell, Suma G., Schuman, Catherine D., Smith, J. Darby, Patel, Karan, Kwon, Jaesuk, Liu, Samuel, Allemang, Christopher, Misra, Shashank, Incorvia, Jean Anne, Aimone, James B.

Source: 2022 IEEE International Conference on Rebooting Computing (ICRC) ICRC Rebooting Computing (ICRC), 2022 IEEE International Conference on. :57-65 Dec, 2022

Relation: 2022 IEEE International Conference on Rebooting Computing (ICRC)

Induced Distributions from Generalized Unfair Dice

Authors: Pfeffer, Douglas T., Smith, J. Darby, Severa, William

Subject Terms: Mathematics - Probability, 60E05

Access URL: http://arxiv.org/abs/2309.07366

Assessing a Neuromorphic Platform for use in Scientific Stochastic Sampling

Authors: Aimone, James B., Lehoucq, Richard, Severa, William, Smith, J. Darby

Source: 2021 International Conference on Rebooting Computing (ICRC) ICRC Rebooting Computing (ICRC), 2021 International Conference on. :64-73 Nov, 2021

Relation: 2021 International Conference on Rebooting Computing (ICRC)

Random Bitstream Generation using Voltage-Controlled Magnetic Anisotropy and Spin Orbit Torque Magnetic Tunnel Junctions

Authors: Liu, Samuel, Kwon, Jaesuk, Bessler, Paul W., Cardwell, Suma, Schuman, Catherine, Smith, J. Darby, Aimone, James B., Misra, Shashank, Incorvia, Jean Anne C.

Subject Terms: Condensed Matter - Mesoscale and Nanoscale Physics

Access URL: http://arxiv.org/abs/2211.16588

Stochastic Neuromorphic Circuits for Solving MAXCUT

Authors: Theilman, Bradley H., Wang, Yipu, Parekh, Ojas D., Severa, William, Smith, J. Darby, Aimone, James B.

Subject Terms: Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2210.02588

Stochastic magnetic actuated random transducer devices based on perpendicular magnetic tunnel junctions

Authors: Rehm, Laura, Capriata, Corrado Carlo Maria, Shashank, Misra, Smith, J. Darby, Pinarbasi, Mustafa, Malm, B. Gunnar, Kent, Andrew D.

Source: Phys. Rev. Applied 19, 024035 (2023)

Subject Terms: Physics - Applied Physics, Condensed Matter - Mesoscale and Nanoscale Physics

Access URL: http://arxiv.org/abs/2209.01480

Neuromorphic scaling advantages for energy-efficient random walk computation

Authors: Smith, J. Darby, Hill, Aaron J., Reeder, Leah E., Franke, Brian C., Lehoucq, Richard B., Parekh, Ojas, Severa, William, Aimone, James B.

Source: Nature Electronics 2022

Subject Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Distributed, Parallel, and Cluster Computing, Mathematics - Numerical Analysis, Mathematics - Probability

Access URL: http://arxiv.org/abs/2107.13057

Solving a steady-state PDE using spiking networks and neuromorphic hardware

Authors: Smith, J. Darby, Severa, William, Hill, Aaron J., Reeder, Leah, Franke, Brian, Lehoucq, Richard B., Parekh, Ojas D., Aimone, James B.

Subject Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2005.10904

Probabilistic Neural Computing with Stochastic Devices

Authors: Misra, Shashank, Bland, Leslie C., Cardwell, Suma G., Incorvia, Jean Anne C., James, Conrad D., Kent, Andrew D., Schuman, Catherine D., Smith, J. Darby, Aimone, James B.

Source: Advanced materials. 35(37)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100192682696.0x000001&indx=1&recIds=ETOCvdc_100192682696.0x000001

Assessing the Impact of Electrostatic Drag on Processive Molecular Motor Transport

Authors: Smith, J. Darby, McKinley, Scott A.

Source: Bulletin of mathematical biology. 80(8):2088-2123

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100124795746.0x000001&indx=1&recIds=ETOCvdc_100124795746.0x000001

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Neuromorphic scaling advantages for energy-efficient random walk computations.

Authors: Smith, J. Darby, Hill, Aaron J., Reeder, Leah E., Franke, Brian C., Lehoucq, Richard B., Parekh, Ojas, Severa, William, Aimone, James B.

Source: Nature Electronics; Feb2022, Vol. 5 Issue 2, p102-112, 11p

(Invited) There's More to a Probabilistic Neuromorphic Computing System Than Noisy Devices.

Authors: Misra, Shashank, Allemang, Christopher R., Smith, J. Darby, Cardwell, Suma G., Aimone, James B., Kent, Andrew D.

Source: ECS Meeting Abstracts; 2024, Vol. MA2024-01 Issue 1, p3019-3019, 1p