Suma George Cardwell

Publication Activity (10 Years)

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

Top Topics

Lateral Inhibition

Random Number Generators

Reinforcement Learning

Top Venues

Publications

Mark Plagge, Suma George Cardwell, Frances S. Chance
Expressive Dendrites in Spiking Networks. NICE (2024)
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)
Jordan Edwards, Luke Parker, Suma George Cardwell, Frances S. Chance, Scott Koziol
Neural-Inspired Dendritic Multiplication Using a Reconfigurable Analog Integrated Circuit. ISCAS (2024)
James Boyle, Mark Plagge, Suma George Cardwell, Frances S. Chance, Andreas Gerstlauer
Performance and Energy Simulation of Spiking Neuromorphic Architectures for Fast Exploration. ICONS (2023)
Douglas Cale Crowder, John Darby Smith, Suma George Cardwell
Deep Reinforcement Learning Methods for Discovering Novel Neuromorphic Devices. ICONS (2023)
Douglas Cale Crowder, J. Darby Smith, Suma George Cardwell
AI-Enhanced Codesign of Neuromorphic Circuits. MWSCAS (2023)
Frances S. Chance, Suma George Cardwell
Shunting Inhibition as a Neural-Inspired Mechanism for Multiplication in Neuromorphic Architectures. NICE (2023)
William Severa, Suma George Cardwell, Michael Krygier, Fredrick H. Rothganger, Craig Michael Vineyard
Neuromorphic Population Evaluation using the Fugu Framework. ICONS (2023)
Suma George Cardwell, Frances S. Chance
Dendritic Computation for Neuromorphic Applications. ICONS (2023)
Luc Berger-Vergiat, Suma George Cardwell, Ben Feinberg, Simon D. Hammond, Clayton Hughes, Michael J. Levenhagen, Kevin T. Pedretti
Evaluation of HPC Workloads Running on Open-Source RISC-V Hardware. ISC Workshops (2023)
Mark Plagge, Ben Feinberg, John McFarland, Fred Rothganger, Sapan Agarwal, Amro Awad, Clayton Hughes, Suma George Cardwell
ATHENA: Enabling Codesign for Next-Generation AI/ML Architectures. ICRC (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. ICRC (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)
Suma George Cardwell, Craig M. Vineyard, William Severa, Frances S. Chance, Frederick H. Rothganger, Felix Wang, Srideep Musuvathy, Corinne Teeter, James B. Aimone
Truly Heterogeneous HPC: Co-design to Achieve What Science Needs from HPC. SMC (2020)