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Robert M. Patton
Robert M. Patton
Verifierad e-postadress på ornl.gov
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A survey of neuromorphic computing and neural networks in hardware
CD Schuman, TE Potok, RM Patton, JD Birdwell, ME Dean, GS Rose, ...
arXiv preprint arXiv:1705.06963, 2017
8762017
Optimizing deep learning hyper-parameters through an evolutionary algorithm
SR Young, DC Rose, TP Karnowski, SH Lim, RM Patton
Proceedings of the workshop on machine learning in high-performance …, 2015
4972015
A study of complex deep learning networks on high-performance, neuromorphic, and quantum computers
TE Potok, C Schuman, S Young, R Patton, F Spedalieri, J Liu, KT Yao, ...
ACM Journal on Emerging Technologies in Computing Systems (JETC) 14 (2), 1-21, 2018
1042018
Efficiently embedding QUBO problems on adiabatic quantum computers
P Date, R Patton, C Schuman, T Potok
Quantum Information Processing 18, 1-31, 2019
842019
Evolutionary optimization for neuromorphic systems
CD Schuman, JP Mitchell, RM Patton, TE Potok, JS Plank
Proceedings of the 2020 Annual Neuro-Inspired Computational Elements …, 2020
702020
Evolving deep networks using hpc
SR Young, DC Rose, T Johnston, WT Heller, TP Karnowski, TE Potok, ...
Proceedings of the Machine Learning on HPC Environments, 1-7, 2017
542017
Bayesian multi-objective hyperparameter optimization for accurate, fast, and efficient neural network accelerator design
M Parsa, JP Mitchell, CD Schuman, RM Patton, TE Potok, K Roy
Frontiers in neuroscience 14, 527249, 2020
512020
Reducing model bias in a deep learning classifier using domain adversarial neural networks in the MINERvA experiment
GN Perdue, A Ghosh, M Wospakrik, F Akbar, DA Andrade, M Ascencio, ...
Journal of Instrumentation 13 (11), P11020, 2018
412018
Data mining for better material synthesis: The case of pulsed laser deposition of complex oxides
SR Young, A Maksov, M Ziatdinov, Y Cao, M Burch, J Balachandran, L Li, ...
Journal of Applied Physics 123 (11), 2018
382018
167-pflops deep learning for electron microscopy: from learning physics to atomic manipulation
RM Patton, JT Johnston, SR Young, CD Schuman, DD March, TE Potok, ...
SC18: International Conference for High Performance Computing, Networking …, 2018
362018
Caspian: A neuromorphic development platform
JP Mitchell, CD Schuman, RM Patton, TE Potok
Proceedings of the 2020 Annual Neuro-Inspired Computational Elements …, 2020
332020
Adiabatic quantum computation applied to deep learning networks
J Liu, FM Spedalieri, KT Yao, TE Potok, C Schuman, S Young, R Patton, ...
Entropy 20 (5), 380, 2018
332018
Interactive visual analytics for situational awareness of social media
CA Steed, RM Patton, PL Bogen, TE Potok, CT Symons
US Patent App. 14/476,252, 2015
312015
A genetic algorithm approach to focused software usage testing
RM Patton, AS Wu, GH Walton
Software engineering with computational intelligence, 259-286, 2003
282003
A classical-quantum hybrid approach for unsupervised probabilistic machine learning
P Date, C Schuman, R Patton, T Potok
Advances in Information and Communication: Proceedings of the 2019 Future of …, 2020
252020
CLOUD COMPUTING METHOD FOR DYNAMICALLY SCALING A PROCESS ACROSS PHYSICAL MACHINE BOUNDARIES
RE Gillen, RM Patton, TE Potok, CC Rojas
US Patent 20,120,303,670, 2012
242012
A multi-agent system for distributed cluster analysis
JW Reed, TE Potok, RM Patton
Proceedings of Third International Workshop on Software Engineering for …, 2004
242004
Resilience and robustness of spiking neural networks for neuromorphic systems
CD Schuman, JP Mitchell, JT Johnston, M Parsa, B Kay, P Date, ...
2020 International Joint Conference on Neural Networks (IJCNN), 1-10, 2020
232020
Flocking-based document clustering on the graphics processing unit
JS Charles, TE Potok, R Patton, X Cui
Nature Inspired Cooperative Strategies for Optimization (NICSO 2007), 27-37, 2008
232008
Optimizing convolutional neural networks for cloud detection
T Johnston, SR Young, D Hughes, RM Patton, D White
Proceedings of the machine learning on HPC environments, 1-9, 2017
222017
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Artiklar 1–20