Concepedia

Pruning Timing

Pruning Timing is a structural optimization strategy in neural network training that specifies the point in the learning process at which weights or neurons are selectively removed to enhance model efficiency without compromising performance.

12

Publications

206

Citations

33

Authors

10

Institutions

Publications per year

2017–2026

4

Parents

Children

Publications

12

Connection pruning with static and adaptive pruning schedules

Lutz Prechelt · Neurocomputing · 1997 · 30 citations · Full text

, , +8

Summer pruning of early-maturing Prunus persica: Water implications

María R. Conesa, L. Martínez-López, Wenceslao Conejero et al. · Scientia Horticulturae · 2019 · 27 citations

, , +15

Pruning the Product Line

Conrad Berenson · Business Horizons · 1963 · 21 citations

, , +7

Training and Pruning Apple Trees

C. G. Forshey · eCommons (Cornell University) · 1999 · 18 citations · Full text

, , +11

Cyclical Pruning for Sparse Neural Networks

Suraj Srinivas, Andrey Kuzmin, Markus Nagel et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 17 citations

, , +12

1–5 of 12

Authors

33

  1. SS
    Sachin S. Sapatnekar

    University of Minnesota, United States

    2 publications · 28 citations

    2

    h-index

  2. HQ
    Haifeng Qian

    University of Minnesota, United States

    2 publications · 28 citations

    2

    h-index

  3. HM
    Hushrav Mogal

    University of Minnesota, United States

    2 publications · 28 citations

    2

    h-index

  4. KB
    Kia Bazargan

    University of Minnesota, United States

    2 publications · 28 citations

    2

    h-index

  5. AS
    Andrii Skliar

    Qualcomm (United Kingdom), United Kingdom

    1 publications · 17 citations

    1

    h-index

1–5 of 33

Institutions

10

  1. University of Minnesota

    Minneapolis, United States

    2 h-index

    6 publications

    84 citations

  2. IBM (United States)

    Armonk, United States

    2 h-index

    2 publications

    28 citations

  3. Qualcomm (United Kingdom)

    Farnborough, United Kingdom

    1 h-index

    5 publications

    85 citations

  4. Oakland University

    Rochester, United States

    1 h-index

    3 publications

    36 citations

  5. Idiap Research Institute

    Martigny-Combe, Switzerland

    1 h-index

    1 publications

    17 citations

  6. State University of Norte Fluminense

    Rio de Janeiro, Brazil

    1 h-index

    5 publications

    80 citations

  7. University of Michigan

    Ann Arbor, United States

    1 h-index

    3 publications

    36 citations

  8. Centro de Edafología y Biología Aplicada del Segura

    Murcia, Spain

    1 h-index

    5 publications

    135 citations

1–8 of 10

Venues

  1. Scientia Horticulturae

    1 publications · 27 citations

    1

    h-index

  2. 1

    h-index

  3. eCommons (Cornell University)

    Repository · 1 publications · 18 citations

    1

    h-index

  4. Ciência e Agrotecnologia

    1 publications · 16 citations

    1

    h-index

  5. Neurocomputing

    1 publications · 30 citations

    1

    h-index

1–5