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Steven R. Young
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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
4122015
A 1 TOPS/W Analog Deep Machine-Learning Engine With Floating-Gate Storage in 0.13 µm CMOS
J Lu, S Young, I Arel, Holleman, J.
IEEE Journal of Solid-State Circuits 50 (1), 270-281, 2015
1562015
A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers
TE Potok, CD Schuman, SR Young, RM Patton, F Spedalieri, J Liu, ...
Proceedings of the Workshop on Machine Learning in High Performance …, 2016
812016
A Fast and Stable Incremental Clustering Algorithm
S Young, I Arel, T Karnowski, D Rose
Information Technology: New Generations (ITNG), 2010 Seventh International …, 2010
742010
Evolving Deep Networks Using HPC
SR Young, DC Rose, T Johnston, WT Heller, TP Karnowski, TE Potok, ...
Proceedings of the 3rd Workshop on Machine Learning in HPC Environments, 2017
472017
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
332018
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, ...
Proceedings of the International Conference for High Performance Computing …, 2018
322018
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), 115303, 2018
282018
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
232018
Accelerating Scientific Computing in the Post-Moore’s Era
KE Hamilton, CD Schuman, SR Young, RS Bennink, N Imam, TS Humble
ACM Transactions on Parallel Computing (TOPC) 7 (1), 1-31, 2020
192020
Classifying and analyzing small-angle scattering data using weighted k nearest neighbors machine learning techniques
RK Archibald, M Doucet, T Johnston, SR Young, E Yang, WT Heller
Journal of Applied Crystallography 53 (2), 326-334, 2020
172020
Neural Networks and Graph Algorithms with Next-Generation Processors
KE Hamilton, CD Schuman, SR Young, N Imam, TS Humble
2018 IEEE International Parallel and Distributed Processing Symposium …, 2018
172018
An Analysis of Image Storage Systems for Scalable Training of Deep Neural Networks
SH Lim, SR Young, RM Patton
The Seventh workshop on Big Data Benchmarks, Performance Optimization, and …, 2016
162016
Hierarchical Spatiotemporal Feature Extraction Using Recurrent Online Clustering
S Young, A Davis, A Mishtal, I Arel
Pattern Recognition Letters 37, 115-123, 2014
162014
Optimizing Convolutional Neural Networks for Cloud Detection
T Johnston, SR Young, D Hughes, RM Patton, D White
Proceedings of the 3rd Workshop on Machine Learning in HPC Environments, 4, 2017
152017
Vertex reconstruction of neutrino interactions using deep learning
AM Terwilliger, GN Perdue, D Isele, RM Patton, SR Young
2017 International Joint Conference on Neural Networks (IJCNN), 2275-2281, 2017
152017
On the Impact of Approximate Computation in an Analog DeSTIN Architecture
S Young, J Lu, J Holleman, I Arel
IEEE transactions on neural networks and learning systems 25 (5), 934-946, 2014
152014
An Analog Online Clustering Circuit in 130nm CMOS
J Lu, S Young, I Arel, J Holleman
Solid-State Circuits Conference (A-SSCC), 2013 IEEE Asian, 177-180, 2013
152013
Low Size, Weight, and Power Neuromorphic Computing to Improve Combustion Engine Efficiency
CD Schuman, SR Young, JP Mitchell, JT Johnston, D Rose, ...
2020 11th International Green and Sustainable Computing Workshops (IGSC), 1-8, 2020
132020
Exascale Deep Learning to Accelerate Cancer Research
RM Patton, JT Johnston, SR Young, CD Schuman, TE Potok, DC Rose, ...
2019 IEEE International Conference on Big Data (Big Data), 1488-1496, 2019
122019
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Articles 1–20