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J. Darby Smith
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Probabilistic neural computing with stochastic devices
S Misra, LC Bland, SG Cardwell, JAC Incorvia, CD James, AD Kent, ...
Advanced Materials 35 (37), 2204569, 2023
662023
A review of non-cognitive applications for neuromorphic computing
JB Aimone, P Date, GA Fonseca-Guerra, KE Hamilton, K Henke, B Kay, ...
Neuromorphic Computing and Engineering 2 (3), 032003, 2022
582022
Neuromorphic scaling advantages for energy-efficient random walk computations
JD Smith, AJ Hill, LE Reeder, BC Franke, RB Lehoucq, O Parekh, ...
Nature Electronics 5 (2), 102-112, 2022
402022
Solving a steady-state PDE using spiking networks and neuromorphic hardware
JD Smith, W Severa, AJ Hill, L Reeder, B Franke, RB Lehoucq, ...
International Conference on Neuromorphic Systems 2020, 1-8, 2020
292020
Stochastic magnetic actuated random transducer devices based on perpendicular magnetic tunnel junctions
L Rehm, CCM Capriata, S Misra, JD Smith, M Pinarbasi, BG Malm, ...
Physical Review Applied 19 (2), 024035, 2023
242023
Random Bitstream Generation Using Voltage-Controlled Magnetic Anisotropy and Spin Orbit Torque Magnetic Tunnel Junctions
S Liu, J Kwon, PW Bessler, SG Cardwell, C Schuman, JD Smith, ...
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 8 …, 2022
172022
Assessing the impact of electrostatic drag on processive molecular motor transport
JD Smith, SA McKinley
Bulletin of mathematical biology 80 (8), 2088-2123, 2018
122018
Neural Mini-Apps as a Tool for Neuromorphic Computing Insight
C Vineyard, S Cardwell, F Chance, S Musuvathy, F Rothganger, ...
Proceedings of the 2022 Annual Neuro-Inspired Computational Elements …, 2022
52022
Assessing a Neuromorphic Platform for use in Scientific Stochastic Sampling
JB Aimone, R Lehoucq, W Severa, JD Smith
2021 International Conference on Rebooting Computing (ICRC), 64-73, 2021
52021
Magnetic tunnel junction random number generators applied to dynamically tuned probability trees driven by spin orbit torque
A Maicke, J Arzate, S Liu, J Kwon, JD Smith, JB Aimone, S Misra, ...
Nanotechnology 35 (27), 275204, 2024
42024
Stochastic Neuromorphic Circuits for Solving MAXCUT
BH Theilman, Y Wang, O Parekh, W Severa, JD Smith, JB Aimone
2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2023
42023
Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation
SG Cardwell, CD Schuman, JD Smith, K Patel, J Kwon, S Liu, C Allemang, ...
2022 IEEE International Conference on Rebooting Computing (ICRC), 57-65, 2022
32022
A Stochastic Calculus Approach to Boltzmann Transport
JD Smith, R Lehoucq, B Franke
Nuclear Science and Engineering, 1-15, 2024
22024
Device codesign using reinforcement learning and evolutionary optimization
C Schuman, SG Cardwell, KP Patel, JD Smith, J Arzate, A Maicke, S Liu, ...
Machine Learning with New Compute Paradigms, 2024
22024
AI-Enhanced Codesign of Neuromorphic Circuits
DC Crowder, JD Smith, SG Cardwell
2023 IEEE 66th International Midwest Symposium on Circuits and Systems …, 2023
22023
Deep Reinforcement Learning Methods for Discovering Novel Neuromorphic Devices
DC Crowder, JD Smith, SG Cardwell
Proceedings of the 2023 International Conference on Neuromorphic Systems, 1-8, 2023
22023
Sensitivity Analyses for Monte Carlo Sampling-Based Particle Simulations.
S Bond, B Franke, R Lehoucq, JD Smith, S McKinley
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022
22022
Device Codesign using Reinforcement Learning
SG Cardwell, K Patel, CD Schuman, JD Smith, J Kwon, A Maicke, J Arzate, ...
2024 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2024
12024
High-Speed Tunable Generation of Random Number Distributions Using Actuated Perpendicular Magnetic Tunnel Junctions
ASE Valli, M Tsao, JD Smith, S Misra, AD Kent
arXiv preprint arXiv:2501.06318, 2025
2025
AI-ENHANCED CODESIGN FOR CIRCUIT AND SYSTEM DESIGN
SG Cardwell, JD Smith, DC Crowder, FS Chance
US Patent App. 18/215,219, 2025
2025
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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