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A model for an electronic spiking neuron built with a memristive voltage-gated element

Author

Listed:
  • Fernandez, Leandro E.
  • Carpio, Agustin
  • Wu, Jiaming
  • Boccaletti, Stefano
  • Rozenberg, Marcelo
  • Mindlin, Gabriel B.

Abstract

This study introduces a mathematical model for an electronic circuit capable of emulating both spiking and bursting neurons. The circuit incorporates a memristor as the nonlinear element essential for generating excitable dynamics. Our demonstrations illustrate that the model's solutions effectively capture the qualitative features of circuit voltages and currents. Additionally, we provide interpretations of these qualitative characteristics in the context of the underlying dynamics of the system.

Suggested Citation

  • Fernandez, Leandro E. & Carpio, Agustin & Wu, Jiaming & Boccaletti, Stefano & Rozenberg, Marcelo & Mindlin, Gabriel B., 2024. "A model for an electronic spiking neuron built with a memristive voltage-gated element," Chaos, Solitons & Fractals, Elsevier, vol. 180(C).
    • Handle: RePEc:eee:chsofr:v:180:y:2024:i:c:s0960077924001061
    DOI: 10.1016/j.chaos.2024.114555
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    References listed on IDEAS

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    1. Javier del Valle & Pavel Salev & Federico Tesler & Nicolás M. Vargas & Yoav Kalcheim & Paul Wang & Juan Trastoy & Min-Han Lee & George Kassabian & Juan Gabriel Ramírez & Marcelo J. Rozenberg & Ivan K., 2019. "Subthreshold firing in Mott nanodevices," Nature, Nature, vol. 569(7756), pages 388-392, May.
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