4.7 Article Proceedings Paper

Noise-induced synchronization and coherence resonance of a Hodgkin-Huxley model of thermally sensitive neurons

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CHAOS
卷 13, 期 1, 页码 401-409

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AMER INST PHYSICS
DOI: 10.1063/1.1493096

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We study nontrivial effects of noise on synchronization and coherence of a chaotic Hodgkin-Huxley model of thermally sensitive neurons. We demonstrate that identical neurons which are not coupled but subjected to a common fluctuating input (Gaussian noise) can achieve complete synchronization when the noise amplitude is larger than a threshold. For nonidentical neurons, noise can induce phase synchronization. Noise enhances synchronization of weakly coupled neurons. We also find that noise enhances the coherence of the spike trains. A saddle point embedded in the chaotic attractor is responsible for these nontrivial noise-induced effects. Relevance of our results to biological information processing is discussed. (C) 2003 American Institute of Physics.

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