J. Darby Smith

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Stochastic Sampling

Top Venues

Publications

Suma George Cardwell, Karan Patel, Catherine D. Schuman, J. Darby Smith, Jaesuk Kwon, Andrew Maicke, Jared Arzate, Jean Anne C. Incorvia
Device Codesign using Reinforcement Learning. ISCAS (2024)
James B. Aimone, William Severa, J. Darby Smith
Synaptic Sampling of Neural Networks. CoRR (2023)
Douglas Cale Crowder, J. Darby Smith, Suma George Cardwell
AI-Enhanced Codesign of Neuromorphic Circuits. MWSCAS (2023)
Bradley H. Theilman, Yipu Wang, Ojas Parekh, William Severa, J. Darby Smith, James B. Aimone
Stochastic Neuromorphic Circuits for Solving MAXCUT. IPDPS (2023)
James B. Aimone, William Severa, J. Darby Smith
Synaptic Sampling of Neural Networks. ICRC (2023)
Suma George Cardwell, Catherine D. Schuman, J. Darby Smith, Karan Patel, Jaesuk Kwon, Samuel Liu, Christopher Allemang, Shashank Misra, Jean Anne Incorvia, James B. Aimone
Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation. ICRC (2022)
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
A review of non-cognitive applications for neuromorphic computing. Neuromorph. Comput. Eng. 2 (2) (2022)
William Severa, J. Darby Smith, James Bradley Aimone, Richard B. Lehoucq
Learning to Parameterize a Stochastic Process Using Neuromorphic Data Generation. ICONS (2022)
Suma George Cardwell, Catherine D. Schuman, J. Darby Smith, Karan Patel, Jaesuk Kwon, Samuel Liu, Christopher Allemang, Shashank Misra, Jean Anne Incorvia, James B. Aimone
Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation. CoRR (2022)
Bradley H. Theilman, Yipu Wang, Ojas D. Parekh, William Severa, J. Darby Smith, James B. Aimone
Stochastic Neuromorphic Circuits for Solving MAXCUT. CoRR (2022)
J. Darby Smith, Aaron J. Hill, Leah E. Reeder, Brian C. Franke, Richard B. Lehoucq, Ojas Parekh, William Severa, James B. Aimone
Neuromorphic scaling advantages for energy-efficient random walk computation. CoRR (2021)
James B. Aimone, Richard B. Lehoucq, William Severa, J. Darby Smith
Assessing a Neuromorphic Platform for use in Scientific Stochastic Sampling. ICRC (2021)
J. Darby Smith, William Severa, Aaron J. Hill, Leah Reeder, Brian Franke, Richard B. Lehoucq, Ojas D. Parekh, James B. Aimone
Solving a steady-state PDE using spiking networks and neuromorphic hardware. ICONS (2020)
J. Darby Smith, William Severa, Aaron J. Hill, Leah Reeder, Brian Franke, Richard B. Lehoucq, Ojas D. Parekh, James B. Aimone
Solving a steady-state PDE using spiking networks and neuromorphic hardware. CoRR (2020)