Concepedia

Energy-efficient Artificial Intelligence

Energy-Efficient Artificial Intelligence is an academic concept referring to a class of artificial intelligence methods, models, or systems designed to minimize energy consumption during computation, inference, or training processes, particularly in resource-constrained environments such as edge devices, by optimizing algorithmic efficiency, hardware utilization, or data processing workflows.

283

Publications

19.3K

Citations

1.3K

Authors

464

Institutions

Publications per year

2017–2026

253

Variants

Energy-efficient Ai

Parents

Publications

283

Green AI

Roy Schwartz, Jesse Dodge, Noah A. Smith et al. · Communications of the ACM · 2020 · 1.3K citations · Full text

, , +6

Artificial intelligence in sustainable energy industry: Status Quo, challenges and opportunities

Tanveer Ahmad, Dongdong Zhang, Chao Huang et al. · Journal of Cleaner Production · 2021 · 1.2K citations

, , +16

An Analysis of Deep Neural Network Models for Practical Applications

Alfredo Canziani, Adam Paszke, Eugenio Culurciello · arXiv (Cornell University) · 2016 · 984 citations · Full text

, , +17

Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning

Tien-Ju Yang, Yu‐Hsin Chen, Vivienne Sze · 2017 · 725 citations

, , +17

The growing energy footprint of artificial intelligence

Alex de Vries · Joule · 2023 · 475 citations · Full text

, , +10

1–5 of 283

Authors

1.3K

  1. HY
    Hoi‐Jun Yoo

    Korea Advanced Institute of Science and Technology, South Korea

    7 publications · 285 citations

    7

    h-index

  2. AR
    Anand Raghunathan

    Princeton University, United States

    5 publications · 333 citations

    5

    h-index

  3. YC
    Yunji Chen

    Institute of Computing Technology, China

    5 publications · 409 citations

    5

    h-index

  4. VS
    Vivienne Sze

    Massachusetts Institute of Technology, United States

    5 publications · 1.2K citations

    5

    h-index

  5. SV
    Swagath Venkataramani

    Purdue University West Lafayette, United States

    5 publications · 319 citations

    5

    h-index

1–5 of 1.3K

Institutions

464

  1. Massachusetts Institute of Technology

    Cambridge, United States

    8 h-index

    25 publications

    5.1K citations

  2. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    8 h-index

    36 publications

    1.5K citations

  3. Purdue University West Lafayette

    West Lafayette, United States

    7 h-index

    29 publications

    1.8K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    19 publications

    2.6K citations

  5. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    28 publications

    3K citations

  6. Delft University of Technology

    Delft, The Netherlands

    5 h-index

    10 publications

    601 citations

  7. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    5 h-index

    14 publications

    548 citations

  8. Institute of Computing Technology

    Beijing, China

    5 h-index

    31 publications

    2.5K citations

1–8 of 464

Venues

  1. arXiv (Cornell University)

    Repository · 26 publications · 2.5K citations

    17

    h-index

  2. IEEE Access

    12 publications · 675 citations

    11

    h-index

  3. Sensors

    5 publications · 289 citations

    5

    h-index

  4. IEEE Internet of Things Journal

    5 publications · 454 citations

    5

    h-index

  5. 5

    h-index

1–5