Concepedia

Edge Hardware Acceleration

Edge Hardware Acceleration is a specialized computing methodology that leverages dedicated physical devices at the network edge to enhance computational performance by offloading and accelerating specific tasks closer to data sources.

120

Publications

4.3K

Citations

579

Authors

165

Institutions

Publications per year

2017–2026

114

Parents

Publications

120

16.4 An 89TOPS/W and 16.3TOPS/mm<sup>2</sup> All-Digital SRAM-Based Full-Precision Compute-In Memory Macro in 22nm for Machine-Learning Edge Applications

Yu-Der Chih, Po-Hao Lee, Hidehiro Fujiwara et al. · 2021 · 335 citations

, , +17

BLADE

Long Lu, Vinod Yegneswaran, Phillip Porras et al. · 2010 · 144 citations

, , +14

A 28nm 29.2TFLOPS/W BF16 and 36.5TOPS/W INT8 Reconfigurable Digital CIM Processor with Unified FP/INT Pipeline and Bitwise In-Memory Booth Multiplication for Cloud Deep Learning Acceleration

Fengbin Tu, Yiqi Wang, Zihan Wu et al. · 2022 IEEE International Solid- State Circuits Conference (ISSCC) · 2022 · 129 citations

, , +17

An Evaluation of Edge TPU Accelerators for Convolutional Neural Networks

Kiran Seshadri, Berkin Akin, James Laudon et al. · 2022 · 121 citations

, , +17

HitGraph: High-throughput Graph Processing Framework on FPGA

Shijie Zhou, Rajgopal Kannan, Viktor K. Prasanna et al. · IEEE Transactions on Parallel and Distributed Systems · 2019 · 101 citations

, , +17

1–5 of 120

Authors

579

  1. MC
    Meng‐Fan Chang

    National Tsing Hua University, Taiwan

    5 publications · 480 citations

    5

    h-index

  2. PK
    Pilsung Kang

    Sun Moon University, South Korea

    5 publications · 136 citations

    5

    h-index

  3. BA
    Berkin Akin

    Carnegie Mellon University, United States

    4 publications · 200 citations

    4

    h-index

  4. RN
    Ravi Narayanaswami

    Google (United States), United States

    3 publications · 151 citations

    3

    h-index

  5. SL
    Shih‐Chii Liu

    ETH Zurich, Switzerland

    3 publications · 95 citations

    3

    h-index

1–5 of 579

Institutions

165

  1. ETH Zurich

    Zurich, Switzerland

    5 h-index

    19 publications

    539 citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    15 publications

    592 citations

  3. SIB Swiss Institute of Bioinformatics

    Lausanne, Switzerland

    4 h-index

    17 publications

    461 citations

  4. Sun Moon University

    Asan, South Korea

    4 h-index

    8 publications

    261 citations

  5. University of Zurich

    Zurich, Switzerland

    4 h-index

    17 publications

    461 citations

  6. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    18 publications

    850 citations

  7. Harbin Institute of Technology

    Harbin, China

    3 h-index

    8 publications

    363 citations

  8. Kyungpook National University

    Daegu, South Korea

    3 h-index

    8 publications

    189 citations

1–8 of 165

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 169 citations

    9

    h-index

  2. IEEE Access

    8 publications · 264 citations

    8

    h-index

  3. IEEE Internet of Things Journal

    3 publications · 86 citations

    3

    h-index

  4. Journal of Systems Architecture

    JSA · 3 publications · 118 citations

    3

    h-index

  5. 3

    h-index

1–5