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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
442023
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
292022
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
282022
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
242020
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
182023
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
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
102022
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
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
32022
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
22022
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
22021
AI-Enhanced Codesign of Neuromorphic Circuits
DC Crowder, JD Smith, SG Cardwell
2023 IEEE 66th International Midwest Symposium on Circuits and Systems …, 2023
12023
Synaptic Sampling of Neural Networks
JB Aimone, W Severa, JD Smith
2023 IEEE International Conference on Rebooting Computing (ICRC), 1-9, 2023
2023
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, ...
arXiv preprint arXiv:2311.16345, 2023
2023
Induced Distributions from Generalized Unfair Dice
DT Pfeffer, JD Smith, W Severa
arXiv preprint arXiv:2309.07366, 2023
2023
Probabilistic Neural Computing with Stochastic Devices (Adv. Mater. 37/2023)
S Misra, LC Bland, SG Cardwell, JAC Incorvia, CD James, AD Kent, ...
Advanced Materials 35 (37), 2370264, 2023
2023
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
2023
Temperature sensitivity of true random number generation in stochastic magnetic actuated random transducer devices
L Rehm, C Capriata, S Misra, JD Smith, M Pinarbasi, BG Malm, A Kent
APS March Meeting Abstracts 2023, T02. 006, 2023
2023
Probabilistic computing and stochastic devices
S Misra, C Allemang, L Rehm, A Kent, JA Incorvia, L Bland, C Schuman, ...
APS March Meeting Abstracts 2023, T02. 007, 2023
2023
Spiking retina microscope
WM Severa, JD Smith, SG Cardwell
US Patent 11,501,432, 2022
2022
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Articles 1–20