Concepedia

Spike-based Control Algorithms

Spike-Based Control Algorithms is a class of neuromorphic control strategies that utilize discrete, event-driven spike signals to encode and process information, distinguishing itself through its emulation of biological neural dynamics for real-time, low-power closed-loop system regulation.

11

Publications

507

Citations

43

Authors

20

Institutions

Publications per year

2017–2026

3

Parents

Publications

11

Bias, optimal linear estimation, and the differences between open-loop simulation and closed-loop performance of spiking-based brain–computer interface algorithms

Steven M. Chase, Andrew B. Schwartz, Robert E. Kass · Neural Networks · 2009 · 141 citations · Full text

, , +16

Evolving spiking neural network controllers for autonomous robots

Hani Hagras, A. Pounds-Cornish, Martin Colley et al. · 2004 · 96 citations

, , +16

Spiking neural network-based target tracking control for autonomous mobile robots

Zhiqiang Cao, Long Cheng, Chao Zhou et al. · Neural Computing and Applications · 2015 · 57 citations · Full text

, , +14

Neuro-Inspired Spike-Based Motion: From Dynamic Vision Sensor to Robot Motor Open-Loop Control through Spike-VITE

Fernando Perez‐Peña, Arturo Morgado‐Estévez, Alejandro Linares-Barranco et al. · Sensors · 2013 · 54 citations · Full text

, , +16

Indirect and direct training of spiking neural networks for end-to-end control of a lane-keeping vehicle

Zhenshan Bing, Claus Meschede, Guang Chen et al. · Neural Networks · 2019 · 49 citations · Full text

, , +17

1–5 of 11

Authors

43

  1. ÁJ
    Ángel Jiménez-Fernández

    Universidad de Sevilla, Spain

    2 publications · 69 citations

    2

    h-index

  2. AL
    Alejandro Linares-Barranco

    Universidad de Sevilla, Spain

    2 publications · 69 citations

    2

    h-index

  3. GJ
    G. Jiménez

    Universidad de Sevilla, Spain

    2 publications · 69 citations

    2

    h-index

  4. KH
    Kai Huang

    Sun Yat-sen University, China

    1 publications · 49 citations

    1

    h-index

  5. RE
    Robert E. Kass

    Carnegie Mellon University, United States

    1 publications · 141 citations

    1

    h-index

1–5 of 43

Institutions

20

  1. Universidad de Sevilla

    Seville, Spain

    2 h-index

    11 publications

    360 citations

  2. Tongji University

    Shanghai, China

    1 h-index

    1 publications

    49 citations

  3. Universidad de Cádiz

    Cadiz, Spain

    1 h-index

    2 publications

    108 citations

  4. University of Pittsburgh

    Pittsburgh, United States

    1 h-index

    3 publications

    423 citations

  5. Universidade Federal de Minas Gerais

    Belo Horizonte, Brazil

    1 h-index

    2 publications

    32 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    1 h-index

    3 publications

    423 citations

  7. Mitsubishi Corporation (United States)

    New York, United States

    1 h-index

    5 publications

    55 citations

  8. University of Baghdad

    Baghdad, Iraq

    1 h-index

    1 publications

    25 citations

1–8 of 20

Venues

  1. Neural Networks

    2 publications · 190 citations

    2

    h-index

  2. 1

    h-index

  3. IEEE Access

    1 publications · 25 citations

    1

    h-index

  4. Sensors

    1 publications · 54 citations

    1

    h-index

  5. Neurocomputing

    1 publications · 16 citations

    1

    h-index

1–5