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July 16, 2025

Study on the critical dynamics of Hodgkin-Huxley neurons with heterogeneous channel coupling under Lévy noise*

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Authors

RCRuyi CuiYCYu‐Wei ChenYFYingle Fan

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Overview

Model integrates Lévy noise and ion channel heterogeneity, demonstrating enhanced discharge behavior in neurons.

Key Points

  • MAIN FINDING: Neurons transition to high-frequency discharge when sodium-potassium conductivity ratio exceeds 1.25.
  • KEY EVIDENCE: Lévy noise significantly promotes neuron discharge behavior under low current conditions.
  • APPROACH: An improved Hodgkin-Huxley model combines Lévy noise with multi-channel ion channel heterogeneity.
  • SIGNIFICANCE: This work advances understanding of neural information encoding and applies to neural network optimization.

Cite This Study

Cui et al. (2025) studied this question.

synapsesocial.com/papers/689a02c3e6551bb0af8ccb7ehttps://doi.org/10.21203/rs.3.rs-7053390/v1
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