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Delay-induced self-oscillation excitation in the Fitzhugh–Nagumo model: Regular and chaotic dynamics

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  • Semenov, Vladimir V.
  • Bukh, Andrei V.
  • Semenova, Nadezhda

Abstract

The stochastic FitzHugh–Nagumo model with time delayed-feedback is often studied in excitable regime to demonstrate the time-delayed control of coherence resonance. Here, we show that the impact of time-delayed feedback in the FitzHugh–Nagumo neuron is not limited by control of noise-induced oscillation regularity (coherence), but also results in excitation of the regular and chaotic self-oscillatory dynamics in the deterministic model. We demonstrate this numerically by means of simulations, linear stability analysis, the study of Lyapunov exponents and basins of attraction for both positive and negative delayed-feedback strengths. It has been established that one can implement a route to chaos in the explored model, where the intrinsic peculiarities of the Feigenbaum scenario are exhibited. For large time delay, we complement the study of temporal evolution by the interpretation of the dynamics as patterns in virtual space.

Suggested Citation

  • Semenov, Vladimir V. & Bukh, Andrei V. & Semenova, Nadezhda, 2023. "Delay-induced self-oscillation excitation in the Fitzhugh–Nagumo model: Regular and chaotic dynamics," Chaos, Solitons & Fractals, Elsevier, vol. 172(C).
  • Handle: RePEc:eee:chsofr:v:172:y:2023:i:c:s0960077923004253
    DOI: 10.1016/j.chaos.2023.113524
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    1. Riccardo Mannella, 2002. "Integration Of Stochastic Differential Equations On A Computer," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 13(09), pages 1177-1194.
    2. Florian Stelzer & André Röhm & Raul Vicente & Ingo Fischer & Serhiy Yanchuk, 2021. "Deep neural networks using a single neuron: folded-in-time architecture using feedback-modulated delay loops," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    3. Laurent Larger & Bogdan Penkovsky & Yuri Maistrenko, 2015. "Laser chimeras as a paradigm for multistable patterns in complex systems," Nature Communications, Nature, vol. 6(1), pages 1-7, November.
    4. Ferreira, Bianca Borem & de Paula, Aline Souza & Savi, Marcelo Amorim, 2011. "Chaos control applied to heart rhythm dynamics," Chaos, Solitons & Fractals, Elsevier, vol. 44(8), pages 587-599.
    5. Paul M. Geffert & Anna Zakharova & Andrea Vüllings & Wolfram Just & Eckehard Schöll, 2014. "Modulating coherence resonance in non-excitable systems by time-delayed feedback," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 87(12), pages 1-13, December.
    6. Njitacke, Zeric Tabekoueng & Ramakrishnan, Balamurali & Rajagopal, Karthikeyan & Fonzin Fozin, Théophile & Awrejcewicz, Jan, 2022. "Extremely rich dynamics of coupled heterogeneous neurons through a Josephson junction synapse," Chaos, Solitons & Fractals, Elsevier, vol. 164(C).
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    Cited by:

    1. Khatun, Taniya & Banerjee, Tanmoy, 2023. "Genesis of chimera patterns through self-induced stochastic resonance," Chaos, Solitons & Fractals, Elsevier, vol. 174(C).

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