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 (NICE, 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 (SMC, 2020)

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 (ICRC, 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 (ICRC, 2022)

Benchmarking a Bio-inspired SNN on a Neuromorphic System. - Luke Parker; Frances S. Chance; Suma Cardwell (NICE, 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 (NICE, 2022)

Performance and Energy Simulation of Spiking Neuromorphic Architectures for Fast Exploration. - James A. Boyle; Mark Plagge; Suma George Cardwell; Frances S. Chance; Andreas Gerstlauer (ICONS, 2023)

Dendritic Computation for Neuromorphic Applications. - Suma George Cardwell; Frances S. Chance (ICONS, 2023)

Deep Reinforcement Learning Methods for Discovering Novel Neuromorphic Devices. - Douglas Cale Crowder; John Darby Smith; Suma George Cardwell (ICONS, 2023)

Neuromorphic Population Evaluation using the Fugu Framework. - William Severa; Suma George Cardwell; Michael Krygier; Fredrick H. Rothganger; Craig Michael Vineyard (ICONS, 2023)

AI-Enhanced Codesign of Neuromorphic Circuits. - Douglas Cale Crowder; J. Darby Smith; Suma George Cardwell (MWSCAS, 2023)

Shunting Inhibition as a Neural-Inspired Mechanism for Multiplication in Neuromorphic Architectures. - Frances S. Chance; Suma George Cardwell (NICE, 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 (ISC Workshops, 2023)

Tutorial: Large-Scale Spiking Neuromorphic Architecture Exploration using SANA-FE. - James A. Boyle; Mark Plagge; Suma George Cardwell; Frances S. Chance; Andreas Gerstlauer (CODES+ISSS, 2024)

Bio-Inspired Active Silicon Dendrite for Direction Selectivity. - Luke Parker; Suma George Cardwell; Frances S. Chance; Scott Koziol (ICONS, 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 (ICRC, 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 (ISCAS, 2024)

Neural-Inspired Dendritic Multiplication Using a Reconfigurable Analog Integrated Circuit. - Jordan Edwards; Luke Parker; Suma George Cardwell; Frances S. Chance; Scott Koziol (ISCAS, 2024)

Expressive Dendrites in Spiking Networks. - Mark Plagge; Suma George Cardwell; Frances S. Chance (NICE, 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)

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; et al. (ASP-DAC, 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 001; Franz Müller 001; Jiahui Duan; Halid Mulaosmanovic; Stefan Dünkel; Sven Beyer; Sourav Dutta; Vijaykrishnan Narayanan; Thomas Kämpfe; et al. (CoRR, 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., 2025)