Hardware Acceleration

Hardware Acceleration is a computational paradigm within reconfigurable computing that employs specialized hardware resources to execute specific tasks more efficiently than general-purpose processors by leveraging parallelism, pipelining, and custom data paths.

21.7K

Publications

1.2M

Citations

53.6K

Authors

4.5K

Institutions

Publications per year

2017–2026

8.4K

Parents

Field-programmable Gate ArraysHardware-software Co-designReconfigurable Computing

Children

Application-specific Integrated Circuit AccelerationComputer Vision AccelerationCryptographic AccelerationDataflow ArchitecturesDeep Learning AccelerationEnergy-efficient AccelerationField-programmable Gate Array AccelerationHardware-software Co-optimizationLow-latency DesignMemory Bandwidth Optimization

Publications

21.7K

fastp: an ultra-fast all-in-one FASTQ preprocessor

Shifu Chen, Yanqing Zhou, Yaru Chen et al. · Bioinformatics · 2018 · 29.7K citations · Full text

Computing, Computer Engineering, Computer Science +8

HISAT: a fast spliced aligner with low memory requirements

Daehwan Kim, Ben Langmead, Steven L. Salzberg · Nature Methods · 2015 · 26.1K citations · Full text

Engineering, Computer Engineering, Computer Science +3

PyTorch: An Imperative Style, High-Performance Deep Learning Library

Adam Paszke, Sam Gross, Francisco Massa et al. · arXiv (Cornell University) · 2019 · 16.2K citations · Full text

Computing, Computer Science, High-performance Computing +11

Caffe

Yangqing Jia, Evan Shelhamer, Jeff Donahue et al. · 2014 · 11.2K citations

Computing, Cloud Computing, Computer Science +16

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin et al. · 2018 · 9K citations

Computing, Computer Science, Computer Vision +15

1–5 of 21.7K

Authors

53.6K

JC
Jason Cong
University of California, Los Angeles, United States
111 publications · 8.3K citations
42
h-index
OM
Onur Mutlu
Carnegie Mellon University, United States
85 publications · 7.1K citations
42
h-index
LB
Luca Benini
University of Bologna, Italy
145 publications · 5.8K citations
40
h-index
VK
Viktor K. Prasanna
University of Southern California, United States
99 publications · 5.1K citations
40
h-index
WL
Wayne Luk
Imperial College London, United Kingdom
137 publications · 5.1K citations
39
h-index

1–5 of 53.6K

Institutions

4.5K

1–8 of 4.5K

Venues

arXiv (Cornell University)
Repository · 698 publications · 104.5K citations
110
h-index
IEEE Transactions on Computers
427 publications · 22.1K citations
80
h-index
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
349 publications · 17K citations
68
h-index
IEEE Micro
222 publications · 16.7K citations
64
h-index
IEEE Journal of Solid-State Circuits
174 publications · 12.9K citations
57
h-index

1–5