Concepedia

Neuromorphic Evolutionary Computation

Neuromorphic Evolutionary Computation is an evolutionary computation framework that integrates neuromorphic computing principles to emulate biologically plausible neural dynamics and synaptic plasticity in the optimization process, thereby distinguishing itself from conventional evolutionary algorithms through its hardware-aware, event-driven, and brain-inspired computational architecture.

31

Publications

1K

Citations

117

Authors

51

Institutions

Publications per year

2017–2026

12

Parents

Publications

31

A system hierarchy for brain-inspired computing

Youhui Zhang, Peng Qu, Yu Ji et al. · Nature · 2020 · 206 citations

, , +14

Brain-Inspired Computing: A Systematic Survey and Future Trends

Guoqi Li, Lei Deng, Huajin Tang et al. · Proceedings of the IEEE · 2024 · 68 citations

, , +12

An artificial brain ATR's CAM-Brain Project aims to build/evolve an artificial brain with a million neural net modules inside a trillion cell Cellular Automata Machine

Hugo de Garis · New Generation Computing · 1994 · 63 citations

, , +16

Neuromorphic Hardware Learns to Learn

Thomas Bohnstingl, Franz Scherr, Christian Pehle et al. · Frontiers in Neuroscience · 2019 · 54 citations · Full text

, , +15

Energy efficient synaptic plasticity

Ho Ling Li, Mark C. W. van Rossum · eLife · 2020 · 52 citations · Full text

, , +15

1–5 of 31

Authors

117

  1. FM
    Fearghal Morgan

    Ollscoil na Gaillimhe – University of Galway, Ireland

    3 publications · 52 citations

    3

    h-index

  2. CD
    Catherine D. Schuman

    Oak Ridge National Laboratory, United States

    3 publications · 51 citations

    3

    h-index

  3. HD
    Hugo de Garis

    Incyte (United States), United States

    3 publications · 120 citations

    3

    h-index

  4. JH
    Jim Harkin

    University of Ulster, United Kingdom

    2 publications · 34 citations

    2

    h-index

  5. BG
    Brendan Glackin

    University of Ulster, United Kingdom

    2 publications · 34 citations

    2

    h-index

1–5 of 117

Institutions

51

  1. Oak Ridge National Laboratory

    Oak Ridge, United States

    3 h-index

    10 publications

    196 citations

  2. Ollscoil na Gaillimhe – University of Galway

    Galway, Ireland

    3 h-index

    12 publications

    234 citations

  3. Tsinghua University

    Beijing, China

    3 h-index

    18 publications

    3K citations

  4. Intel (United States)

    Santa Clara, United States

    2 h-index

    3 publications

    40 citations

  5. University of Tennessee at Knoxville

    Knoxville, United States

    2 h-index

    3 publications

    54 citations

  6. Wright State University

    Dayton, United States

    2 h-index

    4 publications

    62 citations

  7. University of Delaware

    Newark, United States

    2 h-index

    3 publications

    226 citations

  8. Graz University of Technology

    Graz, Austria

    2 h-index

    4 publications

    230 citations

1–8 of 51

Venues

  1. New Generation Computing

    1 publications · 63 citations

    1

    h-index

  2. National Science Review

    NSR · 1 publications · 31 citations

    1

    h-index

  3. Nature

    1 publications · 206 citations

    1

    h-index

  4. 1

    h-index

  5. ACS Applied Materials & Interfaces

    1 publications · 17 citations

    1

    h-index

1–5