Concepedia

Accelerator Co-design

Accelerator Co-Design is a systematic methodology in embedded processor integration that jointly optimizes hardware accelerators and their associated software components to achieve synergistic performance, power, and area efficiency within a heterogeneous computing architecture.

88

Publications

3.9K

Citations

516

Authors

107

Institutions

Publications per year

2017–2026

61

Parents

Publications

88

Timeloop: A Systematic Approach to DNN Accelerator Evaluation

Angshuman Parashar, Priyanka Raina, Yakun Sophia Shao et al. · 2019 · 550 citations

, , +16

FPGA/DNN Co-Design

Cong Hao, Xiaofan Zhang, Yuhong Li et al. · 2019 · 189 citations

, , +17

15.1 A Programmable Neural-Network Inference Accelerator Based on Scalable In-Memory Computing

Hongyang Jia, Murat Ozatay, Yinqi Tang et al. · 2021 · 162 citations

, , +15

ZigZag: Enlarging Joint Architecture-Mapping Design Space Exploration for DNN Accelerators

Linyan Mei, Pouya Houshmand, Vikram Jain et al. · IEEE Transactions on Computers · 2021 · 139 citations

, , +17

DSAGEN: Synthesizing Programmable Spatial Accelerators

Jian Weng, Sihao Liu, Vidushi Dadu et al. · 2020 · 134 citations

, , +17

1–5 of 88

Authors

516

  1. CH
    Cong Hao

    Georgia Institute of Technology, United States

    5 publications · 280 citations

    5

    h-index

  2. WH
    Wen‐mei Hwu

    University of Illinois Urbana-Champaign, United States

    5 publications · 283 citations

    5

    h-index

  3. DC
    Deming Chen

    University of Illinois Urbana-Champaign, United States

    4 publications · 78 citations

    4

    h-index

  4. HY
    Haoran You

    Rice University, United States

    4 publications · 203 citations

    4

    h-index

  5. JX
    Jinjun Xiong

    IBM Research - Thomas J. Watson Research Center, United States

    4 publications · 247 citations

    4

    h-index

1–5 of 516

Institutions

107

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    6 h-index

    30 publications

    2K citations

  2. Georgia Institute of Technology

    Atlanta, United States

    5 h-index

    17 publications

    1.1K citations

  3. Rice University

    Houston, United States

    5 h-index

    19 publications

    609 citations

  4. Technical University of Munich

    Munich, Germany

    4 h-index

    9 publications

    286 citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    9 publications

    1.4K citations

  6. Tsinghua University

    Beijing, China

    3 h-index

    6 publications

    239 citations

  7. Pacific Northwest National Laboratory

    Richland, United States

    3 h-index

    6 publications

    186 citations

  8. Princeton University

    Princeton, United States

    3 h-index

    16 publications

    1.4K citations

1–8 of 107

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 108 citations

    6

    h-index

  2. IEEE Access

    3 publications · 159 citations

    3

    h-index

  3. ACM Transactions on Embedded Computing Systems

    TECS · 2 publications · 32 citations

    2

    h-index

  4. 2

    h-index

  5. 2

    h-index

1–5