Concepedia

Event-driven Computation

Event-Driven Computation is a computational paradigm in spiking neural networks wherein processing occurs asynchronously and selectively in response to discrete synaptic events or spikes, differing from clock-driven approaches by eliminating fixed-timestep updates and enabling computations only when input or internal state changes trigger an event.

153

Publications

11.5K

Citations

571

Authors

170

Institutions

Publications per year

2017–2026

98

Parents

Publications

153

The SpiNNaker Project

Steve Furber, Francesco Galluppi, Steve Temple et al. · Proceedings of the IEEE · 2014 · 1.3K citations · Full text

, , +16

Conversion of Continuous-Valued Deep Networks to Efficient Event-Driven Networks for Image Classification

Bodo Rueckauer, Iulia-Alexandra Lungu, Yuhuang Hu et al. · Frontiers in Neuroscience · 2017 · 1.1K citations · Full text

, , +13

Training Deep Spiking Neural Networks Using Backpropagation

Jun Haeng Lee, Tobi Delbrück, Michael Pfeiffer · Frontiers in Neuroscience · 2016 · 985 citations · Full text

, , +13

Real-time classification and sensor fusion with a spiking deep belief network

Peter O’Connor, Daniel Neil, Shih‐Chii Liu et al. · Frontiers in Neuroscience · 2013 · 411 citations · Full text

, , +15

Brain-inspired computing with resistive switching memory (RRAM): Devices, synapses and neural networks

Daniele Ielmini · Microelectronic Engineering · 2018 · 333 citations · Full text

, , +16

1–5 of 153

Authors

571

  1. SF
    Steve Furber

    University of Manchester, United Kingdom

    9 publications · 1.7K citations

    9

    h-index

  2. FG
    Francesco Galluppi

    University of Manchester, United Kingdom

    8 publications · 1.5K citations

    8

    h-index

  3. SL
    Shih‐Chii Liu

    ETH Zurich, Switzerland

    7 publications · 1.8K citations

    7

    h-index

  4. PL
    Peng Li

    Texas A&M University, United States

    6 publications · 249 citations

    6

    h-index

  5. HT
    Huajin Tang

    Sichuan University, China

    6 publications · 410 citations

    6

    h-index

1–5 of 571

Institutions

170

  1. University of Zurich

    Zurich, Switzerland

    14 h-index

    45 publications

    11.7K citations

  2. ETH Zurich

    Zurich, Switzerland

    13 h-index

    45 publications

    11.8K citations

  3. SIB Swiss Institute of Bioinformatics

    Lausanne, Switzerland

    12 h-index

    33 publications

    11.5K citations

  4. University of Manchester

    Manchester, United Kingdom

    9 h-index

    44 publications

    7.5K citations

  5. National University of Singapore

    Singapore, Singapore

    7 h-index

    14 publications

    465 citations

  6. Tsinghua University

    Beijing, China

    6 h-index

    12 publications

    452 citations

  7. Zhejiang University of Science and Technology

    Hangzhou, China

    6 h-index

    15 publications

    722 citations

  8. University of California, Santa Barbara

    Santa Barbara, United States

    6 h-index

    13 publications

    550 citations

1–8 of 170

Venues

  1. Frontiers in Neuroscience

    16 publications · 3.1K citations

    16

    h-index

  2. arXiv (Cornell University)

    Repository · 8 publications · 358 citations

    8

    h-index

  3. 7

    h-index

  4. The Journal of Chemical Physics

    3 publications · 433 citations

    3

    h-index

  5. Scientific Reports

    2 publications · 191 citations

    2

    h-index

1–5