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12/12/2019
EPIC: An Energy-Efficient, High-Performance GPGPU Computing Research Infrastructure
The pursuit of many research questions requires massive computational re...
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09/12/2017
Streamlined Deployment for Quantized Neural Networks
Running Deep Neural Network (DNN) models on devices with limited computa...
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01/12/2017
Scaling Binarized Neural Networks on Reconfigurable Logic
Binarized neural networks (BNNs) are gaining interest in the deep learni...
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12/01/2016
FINN: A Framework for Fast, Scalable Binarized Neural Network Inference
Research has shown that convolutional neural networks contain significan...
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06/20/2016