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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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02/04/2020
Multi-Objective Optimization for Size and Resilience of Spiking Neural Networks
Inspired by the connectivity mechanisms in the brain, neuromorphic compu...
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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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05/19/2017
A Survey of Neuromorphic Computing and Neural Networks in Hardware
Neuromorphic computing has come to refer to a variety of brain-inspired ...
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03/15/2017