J. Darby Smith

According to our database, J. Darby Smith authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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

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

CoRR, 2024

Device Codesign using Reinforcement Learning.

Suma George Cardwell, Karan Patel, Catherine D. Schuman, J. Darby Smith, Jaesuk Kwon, Andrew Maicke, Jared Arzate, Jean Anne C. Incorvia

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2023

AI-Enhanced Codesign of Neuromorphic Circuits.

Douglas Cale Crowder, J. Darby Smith, Suma George Cardwell

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

Stochastic Neuromorphic Circuits for Solving MAXCUT.

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

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Synaptic Sampling of Neural Networks.

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

Proceedings of the IEEE International Conference on Rebooting Computing, 2023

Deep Reinforcement Learning Methods for Discovering Novel Neuromorphic Devices.

Douglas Cale Crowder, John Darby Smith, Suma George Cardwell

Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023

2022

A review of non-cognitive applications for neuromorphic computing.

James B. Aimone, Prasanna Date, Gabriel A. Fonseca Guerra, Kathleen E. Hamilton, Kyle Henke, Bill Kay, Garrett T. Kenyon, Shruti R. Kulkarni, Susan M. Mniszewski, Maryam Parsa, Sumedh R. Risbud, Catherine D. Schuman, William Severa, J. Darby Smith

Neuromorph. Comput. Eng., June, 2022

Neural Mini-Apps as a Tool for Neuromorphic Computing Insight.

Craig M. Vineyard, Suma Cardwell, Frances S. Chance, Srideep Musuvathy, Fred Rothganger, William Severa, John Darby Smith, Corinne Teeter, Felix Wang, James B. Aimone

Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

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

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

Proceedings of the IEEE International Conference on Rebooting Computing, 2022

Learning to Parameterize a Stochastic Process Using Neuromorphic Data Generation.

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

Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

2021

Neuromorphic scaling advantages for energy-efficient random walk computation.

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

CoRR, 2021

Assessing a Neuromorphic Platform for use in Scientific Stochastic Sampling.

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

Proceedings of the 2021 International Conference on Rebooting Computing (ICRC), Los Alamitos, CA, USA, November 30, 2021

2020

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

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

Proceedings of the International Conference on Neuromorphic Systems, 2020