Concepedia

Bitwidth Optimization

Bitwidth Optimization is a design methodology in high-level synthesis that determines the minimum number of bits required to represent variables and signals while preserving functional correctness and meeting accuracy constraints.

80

Publications

5.2K

Citations

240

Authors

106

Institutions

Publications per year

2017–2026

27

Parents

Publications

80

HAQ: Hardware-Aware Automated Quantization With Mixed Precision

Kuan Wang, Zhijian Liu, Yujun Lin et al. · 2019 · 940 citations

, , +14

Fixed Point Quantization of Deep Convolutional Networks

Darryl Dexu Lin, Sachin S. Talathi, V. Sreekanth Annapureddy · arXiv (Cornell University) · 2015 · 609 citations · Full text

, , +16

Bidwidth analysis with application to silicon compilation

Mark W. Stephenson, Jonathan Babb, Saman Amarasinghe · 2000 · 223 citations

, , +16

Accuracy-Guaranteed Bit-Width Optimization

Dong-u Lee, A.A. Gaffar, Ray C. C. Cheung et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2006 · 215 citations

, , +15

Fully Quantized Network for Object Detection

Rundong Li, Yan Wang, Feng Liang et al. · 2019 · 212 citations

, , +16

1–5 of 80

Authors

240

  1. WL
    Wayne Luk

    Imperial College London, United Kingdom

    7 publications · 562 citations

    7

    h-index

  2. OM
    Oskar Mencer

    Imperial College London, United Kingdom

    7 publications · 562 citations

    7

    h-index

  3. AG
    A.A. Gaffar

    Imperial College London, United Kingdom

    6 publications · 502 citations

    6

    h-index

  4. DL
    Dong-U Lee

    University of California, Los Angeles, United States

    4 publications · 166 citations

    4

    h-index

  5. KR
    Katarzyna Radecka

    McGill University, Canada

    4 publications · 93 citations

    4

    h-index

1–5 of 240

Institutions

106

  1. Imperial College London

    London, United Kingdom

    7 h-index

    28 publications

    2.4K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    15 publications

    5.7K citations

  3. University of California, Los Angeles

    Los Angeles, United States

    4 h-index

    10 publications

    564 citations

  4. McGill University

    Montreal, Canada

    4 h-index

    9 publications

    221 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    9 publications

    138 citations

  6. McMaster University

    Hamilton, Canada

    3 h-index

    6 publications

    216 citations

  7. Chongqing University of Posts and Telecommunications

    Chongqing, China

    2 h-index

    2 publications

    37 citations

  8. Peking University

    Beijing, China

    2 h-index

    3 publications

    62 citations

1–8 of 106

Venues

  1. IEEE Transactions on Computers

    9 publications · 371 citations

    9

    h-index

  2. 8

    h-index

  3. arXiv (Cornell University)

    Repository · 8 publications · 947 citations

    8

    h-index

  4. 3

    h-index

  5. 2

    h-index

1–5