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Steven R. Young

Oak Ridge National Laboratory

Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment

Apr 21, 2020
Maryam Parsa, Catherine D. Schuman, Prasanna Date, Derek C. Rose, Bill Kay, J. Parker Mitchell, Steven R. Young, Ryan Dellana, William Severa, Thomas E. Potok, Kaushik Roy

* 9 pages, 3 figures, To appear in WCCI 2020 

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Inferring Convolutional Neural Networks' accuracies from their architectural characterizations

Jan 10, 2020
Duc Hoang, Jesse Hamer, Gabriel N. Perdue, Steven R. Young, Jonathan Miller, Anushree Ghosh

* 6 pages, 5 figures, 5 tables, to appear in proceedings of the 18th International Conference on Machine Learning and Applications - ICMLA 2019 

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Exascale Deep Learning to Accelerate Cancer Research

Sep 26, 2019
Robert M. Patton, J. Travis Johnston, Steven R. Young, Catherine D. Schuman, Thomas E. Potok, Derek C. Rose, Seung-Hwan Lim, Junghoon Chae, Le Hou, Shahira Abousamra, Dimitris Samaras, Joel Saltz

* Submitted to IEEE Big Data 

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Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data

Feb 02, 2019
Linghao Song, Fan Chen, Steven R. Young, Catherine D. Schuman, Gabriel Perdue, Thomas E. Potok

* To appear in 2019 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019) 

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Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study

Nov 03, 2018
Drahomira Herrmannova, Steven R. Young, Robert M. Patton, Christopher G. Stahl, Nicole C. Kleinstreuer, Mary S. Wolfe

* Ninth International Workshop on Health Text Mining and Information Analysis at EMNLP 2018 

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A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers

Jul 13, 2017
Thomas E. Potok, Catherine Schuman, Steven R. Young, Robert M. Patton, Federico Spedalieri, Jeremy Liu, Ke-Thia Yao, Garrett Rose, Gangotree Chakma

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Recurrent Online Clustering as a Spatio-Temporal Feature Extractor in DeSTIN

Jan 16, 2013
Steven R. Young, Itamar Arel

* 3 pages, 2 figures, Submitted to ICLR 2013 

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