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)

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)

Domain Wall Magnetic Tunnel Junction Reliable Integrate and Fire Neuron. - Can Cui; Samuel Liu; Jaesuk Kwon; Jean Anne C. Incorvia (CoRR, 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)