Suma Cardwell

According to our database, Suma Cardwell authored at least 23 papers between 2020 and 2025.

Collaborative distances:

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

2025

SANA-FE: Simulating Advanced Neuromorphic Architectures for Fast Exploration.

James A. Boyle, Mark Plagge, Suma George Cardwell, Frances S. Chance, Andreas Gerstlauer

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., August, 2025

A Bio-inspired Asymmetric Double-Gate Ferroelectric FET for Emulating Astrocyte and Dendrite Dynamics in Neuromorphic Systems.

Zhouhang Jiang, A. N. M. Nafiul Islam, Zhuangyu Han, Zijian Zhao, Franz Müller, Jiahui Duan, Halid Mulaosmanovic, Stefan Dünkel, Sven Beyer, Sourav Dutta, Vijaykrishnan Narayanan, Thomas Kämpfe, Suma George Cardwell, Frances S. Chance, Abhronil Sengupta, Kai Ni

CoRR, April, 2025

AI-Guided Codesign for Novel Computing Paradigms.

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

Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

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

Expressive Dendrites in Spiking Networks.

Mark Plagge, Suma George Cardwell, Frances S. Chance

Proceedings of the Neuro Inspired Computational Elements Conference, 2024

Neural-Inspired Dendritic Multiplication Using a Reconfigurable Analog Integrated Circuit.

Jordan Edwards, Luke Parker, Suma George Cardwell, Frances S. Chance, Scott Koziol

Proceedings of the IEEE International Symposium on Circuits and Systems, 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

Optimization of Magnetic Tunneling Junction Devices for Neuromorphic Circuits for Solving MAXCUT.

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

Proceedings of the IEEE International Conference on Rebooting Computing, 2024

Bio-Inspired Active Silicon Dendrite for Direction Selectivity.

Luke Parker, Suma George Cardwell, Frances S. Chance, Scott Koziol

Proceedings of the International Conference on Neuromorphic Systems, 2024

Tutorial: Large-Scale Spiking Neuromorphic Architecture Exploration using SANA-FE.

James A. Boyle, Mark Plagge, Suma George Cardwell, Frances S. Chance, Andreas Gerstlauer

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2024

2023

Evaluation of HPC Workloads Running on Open-Source RISC-V Hardware.

Luc Berger-Vergiat, Suma George Cardwell, Ben Feinberg, Simon D. Hammond, Clayton Hughes, Michael J. Levenhagen, Kevin T. Pedretti

Proceedings of the High Performance Computing, 2023

Shunting Inhibition as a Neural-Inspired Mechanism for Multiplication in Neuromorphic Architectures.

Frances S. Chance, Suma George Cardwell

Proceedings of the Neuro-Inspired Computational Elements Conference, 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

Neuromorphic Population Evaluation using the Fugu Framework.

William Severa, Suma George Cardwell, Michael Krygier, Fredrick H. Rothganger, Craig Michael Vineyard

Proceedings of the 2023 International Conference on Neuromorphic Systems, 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

Dendritic Computation for Neuromorphic Applications.

Suma George Cardwell, Frances S. Chance

Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023

Performance and Energy Simulation of Spiking Neuromorphic Architectures for Fast Exploration.

James A. Boyle, Mark Plagge, Suma George Cardwell, Frances S. Chance, Andreas Gerstlauer

Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023

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

Benchmarking a Bio-inspired SNN on a Neuromorphic System.

Luke Parker, Frances S. Chance, Suma Cardwell

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

ATHENA: Enabling Codesign for Next-Generation AI/ML Architectures.

Mark Plagge, Ben Feinberg, John McFarland, Fred Rothganger, Sapan Agarwal, Amro Awad, Clayton Hughes, Suma George Cardwell

Proceedings of the IEEE International Conference on Rebooting Computing, 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

2020

Truly Heterogeneous HPC: Co-design to Achieve What Science Needs from HPC.

Suma George Cardwell, Craig M. Vineyard, William Severa, Frances S. Chance, Fredrick H. Rothganger, Felix Wang, Srideep Musuvathy, Corinne Teeter, James B. Aimone

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

Evaluating complexity and resilience trade-offs in emerging memory inference machines.

Christopher H. Bennett, Ryan Dellana, T. Patrick Xiao, Ben Feinberg, Sapan Agarwal, Suma Cardwell, Matthew J. Marinella, William Severa, Brad Aimone

Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020