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04/21/2020
Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment
Training neural networks for neuromorphic deployment is non-trivial. The...
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09/26/2019
Exascale Deep Learning to Accelerate Cancer Research
Deep learning, through the use of neural networks, has demonstrated rema...
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02/02/2019
Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data
We present a deep learning approach for vertex reconstruction of neutrin...
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11/03/2018
Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study
Identifying and extracting data elements such as study descriptors in pu...
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03/15/2017
A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers
Current Deep Learning approaches have been very successful using convolu...
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01/15/2013