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Literature DB >> 26157518

Lognormal distribution of firing time and rate from a single neuron?

Eszter A Kish¹, Claes-Göran Granqvist², András Dér³, Laszlo B Kish⁴.

Abstract

Even a single neuron may be able to produce significant lognormal features in its firing statistics due to noise in the charging ion current. A mathematical scheme introduced in advanced nanotechnology is relevant for the analysis of this mechanism in the simplest case, the integrate-and-fire model with white noise in the charging ion current.

Keywords: Inter-spike time statistics; Lognormal distribution; Neural dynamics; Noise in ion channels

Year: 2015 PMID： 26157518 PMCID： PMC4491340 DOI： 10.1007/s11571-015-9332-6

Source DB: PubMed Journal: Cogn Neurodyn ISSN： 1871-4080 Impact factor: 5.082

6 in total

1. Origin of 1/f(alpha) noise in membrane channel currents.

Authors: Z Siwy; A Fuliński
Journal: Phys Rev Lett Date: 2002-09-20 Impact factor: 9.161

2. Spike latency and jitter of neuronal membrane patches with stochastic Hodgkin-Huxley channels.

Authors: Mahmut Ozer; Muhammet Uzuntarla; Matjaz Perc; Lyle J Graham
Journal: J Theor Biol Date: 2009-07-15 Impact factor: 2.691

Review 3. The log-dynamic brain: how skewed distributions affect network operations.

Authors: György Buzsáki; Kenji Mizuseki
Journal: Nat Rev Neurosci Date: 2014-02-26 Impact factor: 34.870

4. Noise-induced enhancement of signal transduction across voltage-dependent ion channels.

Authors: S M Bezrukov; I Vodyanoy
Journal: Nature Date: 1995-11-23 Impact factor: 49.962

5. Kinetics and thermodynamics of binding reactions as exemplified by anthrax toxin channel blockage with a cationic cyclodextrin derivative.

Authors: Ekaterina M Nestorovich; Vladimir A Karginov; Alexander M Berezhkovskii; V Adrian Parsegian; Sergey M Bezrukov
Journal: Proc Natl Acad Sci U S A Date: 2012-10-24 Impact factor: 11.205

6. Sparse representation of sounds in the unanesthetized auditory cortex.

Authors: Tomás Hromádka; Michael R Deweese; Anthony M Zador
Journal: PLoS Biol Date: 2008-01 Impact factor: 8.029

6 in total

4 in total

Lognormal distribution of firing time and rate from a single neuron?

1. Origin of 1/f(alpha) noise in membrane channel currents.

2. Spike latency and jitter of neuronal membrane patches with stochastic Hodgkin-Huxley channels.

Review 3. The log-dynamic brain: how skewed distributions affect network operations.

4. Noise-induced enhancement of signal transduction across voltage-dependent ion channels.

5. Kinetics and thermodynamics of binding reactions as exemplified by anthrax toxin channel blockage with a cationic cyclodextrin derivative.

6. Sparse representation of sounds in the unanesthetized auditory cortex.

1. The membrane potential process of a single neuron seen as a cumulative damage process.

2. Weak periodic signal detection by sine-Wiener-noise-induced resonance in the FitzHugh-Nagumo neuron.

3. Fatigue-life distributions for reaction time data.

4. A time-varying biased random walk approach to human growth.