Domain-Specific Accelerator Design is a specialized methodology in computer architecture that focuses on creating optimized hardware accelerators tailored to the computational patterns and constraints of a particular application domain, distinguished from general-purpose accelerator design by its narrow scope and deep integration with domain-specific requirements and workloads.
48
Publications
4.3K
Citations
246
Authors
56
Institutions
Publications per year
2017–2026
32
Parents
Publications
48
A Survey of Accelerator Architectures for Deep Neural Networks
Yiran Chen, Yuan Xie, Linghao Song et al. · Engineering · 2020 · 358 citations · Full text
Graphicionado: A high-performance and energy-efficient accelerator for graph analytics
Tae Jun Ham, Lisa Wu, Narayanan Sundaram et al. · 2016 · 270 citations
Shaoli Liu, Zidong Du, Jinhua Tao et al. · ACM SIGARCH Computer Architecture News · 2016 · 254 citations
Domain-specific hardware accelerators
William J. Dally, Yatish Turakhia, Song Han · Communications of the ACM · 2020 · 242 citations · Full text
1–5 of 48
Authors
246
- TN
5
h-index
- KSKarthikeyan Sankaralingam
University of Wisconsin–Madison, United States
4 publications · 273 citations
4
h-index
- TM
4
h-index
- TMTinoosh Mohsenin
University of Maryland, Baltimore County, United States
4 publications · 84 citations
4
h-index
- SM
3
h-index
1–5 of 246
Institutions
56
University of California, Los Angeles
Los Angeles, United States
7 h-index
24 publications
1.8K citations
University of Wisconsin–Madison
Madison, United States
5 h-index
15 publications
1.1K citations
University of California, Berkeley
Berkeley, United States
4 h-index
15 publications
1.3K citations
University of Michigan
Ann Arbor, United States
4 h-index
13 publications
672 citations
University of Maryland, Baltimore County
Baltimore, United States
3 h-index
11 publications
211 citations
ARM (United Kingdom)
Cambridge, United Kingdom
3 h-index
3 publications
159 citations
Arizona State University
Tempe, United States
3 h-index
3 publications
159 citations
George Mason University
Fairfax, United States
3 h-index
5 publications
114 citations
1–8 of 56
Venues
- ACM SIGARCH Computer Architecture News
3 publications · 301 citations
3
h-index
- IEEE Micro
3 publications · 326 citations
3
h-index
- IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2 publications · 171 citations
2
h-index
- arXiv (Cornell University)
Repository · 2 publications · 55 citations
2
h-index
- IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2 publications · 87 citations
2
h-index
1–5