Accelerator Microarchitecture
Accelerator Microarchitecture is a specialized microarchitectural design that embodies a hardware instantiation of domain-specific computational primitives, differentiated from general-purpose microarchitectures by its optimization for a targeted class of workloads through customized data paths, execution units, and memory hierarchies.
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Ali Shafiee, Anirban Nag, Naveen Muralimanohar et al. · ACM SIGARCH Computer Architecture News · 2016 · 1.5K citations
DaDianNao: A Machine-Learning Supercomputer
Yunji Chen, Tao Luo, Shaoli Liu et al. · 2014 · 1.5K citations
Tianshi Chen, Zidong Du, Ninghui Sun et al. · 2014 · 1.3K citations
Zidong Du, Robert Fasthuber, Tianshi Chen et al. · 2015 · 961 citations · Full text
HAQ: Hardware-Aware Automated Quantization With Mixed Precision
Kuan Wang, Zhijian Liu, Yujun Lin et al. · 2019 · 940 citations
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Georgia Institute of Technology
Atlanta, United States
28 h-index
119 publications
10.3K citations
University of California, Los Angeles
Los Angeles, United States
27 h-index
155 publications
7.2K citations
University of Michigan
Ann Arbor, United States
26 h-index
157 publications
11.9K citations
Stanford University
Stanford, United States
22 h-index
91 publications
9.3K citations
Intel (United States)
Santa Clara, United States
21 h-index
150 publications
7.7K citations

University of Toronto
Toronto, Canada
21 h-index
118 publications
9.3K citations
ETH Zurich
Zurich, Switzerland
21 h-index
97 publications
5.3K citations
University of California, Berkeley
Berkeley, United States
20 h-index
118 publications
6.6K citations
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