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Publications
Our publications provide insight into some of our leading-edge research.
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Artificial Intelligence and Machine Learning
Computer Architecture
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2018
Artificial Intelligence and Machine Learning
Computer Architecture
2018
UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight Repetition
Kartik Hegde, Jiyong Yu, Rohit Agrawal, Mengjia Yan,
Michael Pellauer
, Christopher W. Fletcher
Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks
Minsoo Rhu,
Mike O'Connor
,
Niladrish Chatterjee
, Jeff Pool, Youngeun Kwon,
Steve Keckler
Stitch-X: An Accelerator Architecture for Exploiting Unstructured Sparsity in Deep Neural Networks
Ching-En Lee, Yakun Sophia Shao, Jie-Fang Zhang,
Angshuman Parashar
,
Joel Emer
,
Steve Keckler
, Zhengya Zhang