Počet záznamů: 1  

Synchronization of a network composed of Hindmarsh-Rose neurons with stochastic disturbances

  1. 1.
    0548979 - ÚTIA 2022 RIV NL eng C - Konferenční příspěvek (zahraniční konf.)
    Rehák, Branislav - Lynnyk, Volodymyr
    Synchronization of a network composed of Hindmarsh-Rose neurons with stochastic disturbances.
    IFAC-PapersOnLine.Volume 54, Issue 17 - 6th IFAC Conference on Analysis and Control of Chaotic Systems CHAOS 2021. Amsterdam: Elsevier, 2021, s. 65-70. ISSN 2405-8963.
    [IFAC Hybrid Conference on Analysis and Control of Chaotic Systems Catania September (CHAOS 2021) /6./. Catania (IT), 27.09.2021-29.09.2021]
    Grant CEP: GA ČR(CZ) GA19-07635S
    Institucionální podpora: RVO:67985556
    Klíčová slova: Hindmarsh Rose neuron * Multi-agent system * Stochastic retarded system
    Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
    http://library.utia.cas.cz/separaty/2021/TR/rehak-0548979.pdf

    In the paper, an algorithm for synchronization of a neural network composed of interconnected Hindmarsh-Rose neurons is proposed. The interconnections of the neurons are subject to delays and an additive noise is present. The convex optimization is the tool for finding the synchronization control, the result is formulated using linear matrix inequalities. The synchronization of the recovery and adaptation variables is also guaranteed thanks to the minimum-phase property of the Hindmarsch-Rose neuron. An example illustrates the results.
    Trvalý link: http://hdl.handle.net/11104/0325118

     
     
Počet záznamů: 1  

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