J. Darby Smith

19 papers A 1C 1Journal 7Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Comparison of Custom and Standard Neuron Model Random Walks on the Ornstein-Uhlenbeck Equation for Simplified Turbulence. ICONS Brady Taylor, Hemanth Kolla, Felix Wang, J. Darby Smith, Michael J. Schmidt
2025	—	`conf`	AI-Guided Codesign for Novel Computing Paradigms. ASP-DAC Suma George Cardwell, J. Darby Smith, Karan Patel, Andrew Maicke, Jared Arzate, Samuel Liu, Jaesuk Kwon, Christopher Allemang, Douglas Cale Crowder, Shashank Misra, Frances S. Chance, Catherine D. Schuman, Jean Anne C. Incorvia, James Bradley Aimone
2025	—	`conf`	Synaptic Sampling Networks with True Random Number Generation. ICONS J. Darby Smith, William Severa, James B. Aimone
2024	J	`jnl`	AI-Guided Codesign Framework for Novel Material and Device Design applied to MTJ-based True Random Number Generators. CoRR 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
2024	C	`conf`	Device Codesign using Reinforcement Learning. ISCAS Suma George Cardwell, Karan Patel, Catherine D. Schuman, J. Darby Smith, Jaesuk Kwon, Andrew Maicke, Jared Arzate, Jean Anne C. Incorvia
2024	—	`conf`	Optimization of Magnetic Tunneling Junction Devices for Neuromorphic Circuits for Solving MAXCUT. ICRC Ian Mulet, Bradley H. Theilman, Karan P. Patel, Jared Arzate, Andrew Maicke, J. Darby Smith, James B. Aimone, Suma Cardwell, Jean Anne C. Incorvia, Catherine D. Schuman
2023	—	`conf`	AI-Enhanced Codesign of Neuromorphic Circuits. MWSCAS Douglas Cale Crowder, J. Darby Smith, Suma George Cardwell
2023	A	`conf`	Stochastic Neuromorphic Circuits for Solving MAXCUT. IPDPS Bradley H. Theilman, Yipu Wang, Ojas Parekh, William Severa, J. Darby Smith, James B. Aimone
2023	—	`conf`	Synaptic Sampling of Neural Networks. ICRC James B. Aimone, William Severa, J. Darby Smith
2023	J	`jnl`	Synaptic Sampling of Neural Networks. CoRR James B. Aimone, William Severa, J. Darby Smith
2022	J	`jnl`	A review of non-cognitive applications for neuromorphic computing. Neuromorph. Comput. Eng. 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
2022	—	`conf`	Learning to Parameterize a Stochastic Process Using Neuromorphic Data Generation. ICONS William Severa, J. Darby Smith, James Bradley Aimone, Richard B. Lehoucq
2022	—	`conf`	Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation. ICRC 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
2022	J	`jnl`	Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation. CoRR 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
2022	J	`jnl`	Stochastic Neuromorphic Circuits for Solving MAXCUT. CoRR Bradley H. Theilman, Yipu Wang, Ojas D. Parekh, William Severa, J. Darby Smith, James B. Aimone
2021	—	`conf`	Assessing a Neuromorphic Platform for use in Scientific Stochastic Sampling. ICRC James B. Aimone, Richard B. Lehoucq, William Severa, J. Darby Smith
2021	J	`jnl`	Neuromorphic scaling advantages for energy-efficient random walk computation. CoRR J. Darby Smith, Aaron J. Hill, Leah E. Reeder, Brian C. Franke, Richard B. Lehoucq, Ojas Parekh, William Severa, James B. Aimone
2020	—	`conf`	Solving a steady-state PDE using spiking networks and neuromorphic hardware. ICONS J. Darby Smith, William Severa, Aaron J. Hill, Leah Reeder, Brian Franke, Richard B. Lehoucq, Ojas D. Parekh, James B. Aimone
2020	J	`jnl`	Solving a steady-state PDE using spiking networks and neuromorphic hardware. CoRR J. Darby Smith, William Severa, Aaron J. Hill, Leah Reeder, Brian Franke, Richard B. Lehoucq, Ojas D. Parekh, James B. Aimone