dorsal/arxiv
View SchemaStochastic resonance as a collective property of ion channel assemblies
| Authors | G. Schmid, I. Goychuk, P. Hänggi |
|---|---|
| Categories | |
| ArXiv ID | physics/0106036 |
| URL | https://arxiv.org/abs/physics/0106036 |
| DOI | 10.1209/epl/i2001-00482-6 |
| Journal | Europhys. Lett. 56, pp. 22-28 (2001) |
Abstract
By use of a stochastic generalization of the Hodgkin-Huxley model we investigate both the phenomena of stochastic resonance (SR) and coherence resonance (CR) in variable size patches of an excitable cell membrane. Our focus is on the challenge how internal noise stemming from individual ion channels does affect collective properties of the whole ensemble. We investigate both an unperturbed situation with no applied stimuli and one in which the membrane is stimulated externally by a periodic signal and additional external noise. For the nondriven case, we demonstrate the existence of an optimal size of the membrane patch for which the internal noise causes a most regular spike activity. This phenomenon shall be termed intrinsic CR. In presence of an applied periodic stimulus we demonstrate that the signal-to-noise ratio (SNR) exhibits SR vs. decreasing patch size, or vs. increasing internal noise strength, respectively. Moreover, we demonstrate that conventional SR vs. the external noise intensity occurs only for sufficiently large membrane patches, when the intensity of internal noise is below its optimal level. Thus, biological SR seemingly is rooted in the collective properties of large ion channel ensembles rather than in the individual stochastic dynamics of single ion channels.
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"abstract": "By use of a stochastic generalization of the Hodgkin-Huxley model we\ninvestigate both the phenomena of stochastic resonance (SR) and coherence\nresonance (CR) in variable size patches of an excitable cell membrane. Our\nfocus is on the challenge how internal noise stemming from individual ion\nchannels does affect collective properties of the whole ensemble. We\ninvestigate both an unperturbed situation with no applied stimuli and one in\nwhich the membrane is stimulated externally by a periodic signal and additional\nexternal noise. For the nondriven case, we demonstrate the existence of an\noptimal size of the membrane patch for which the internal noise causes a most\nregular spike activity. This phenomenon shall be termed intrinsic CR. In\npresence of an applied periodic stimulus we demonstrate that the\nsignal-to-noise ratio (SNR) exhibits SR vs. decreasing patch size, or vs.\nincreasing internal noise strength, respectively. Moreover, we demonstrate that\nconventional SR vs. the external noise intensity occurs only for sufficiently\nlarge membrane patches, when the intensity of internal noise is below its\noptimal level. Thus, biological SR seemingly is rooted in the collective\nproperties of large ion channel ensembles rather than in the individual\nstochastic dynamics of single ion channels.",
"arxiv_id": "physics/0106036",
"authors": [
"G. Schmid",
"I. Goychuk",
"P. H\u00e4nggi"
],
"categories": [
"physics.bio-ph",
"q-bio"
],
"doi": "10.1209/epl/i2001-00482-6",
"journal_ref": "Europhys. Lett. 56, pp. 22-28 (2001)",
"title": "Stochastic resonance as a collective property of ion channel assemblies",
"url": "https://arxiv.org/abs/physics/0106036"
},
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