Güler and Linaro et al Model in an Investigation of the Neuronal Dynamics using noise Comparative Study
Keywords:Guler Model, Linaro et al Model, Neural Network, Neuron Science
Recently, theoretical arguments, numerical simulation and experiments shown that ion channel noise in neurons can have deep impact on the behavior of the neuron's dynamical when there is a limited size for the membrane space. It can be create different models of Linaro al equations by using stochastic differential equations to find the impacts of ion channel noise, and it has been analytically put forward the Güler model. More recently, Güler has discussed that in small neurons the rate functions for the closing and opening of gates are under the effect of the noise. In this research, the investigation of dynamics neurons are determined with noise rate functions. The exact Markov simulations will be employ during the investigation with above analytical models. Comparatively, the results will be presented from these models. The research aims to show more details on the phenomenon recently outlined by Güler.
 Abbot, D. P. (2002). Thеoretical Neuroscience Computation and Mathеmatical Modeling of Neural System. MIT press.
 Faisal, A. S. (2008). Noise in thе nervous system. nervous system. Nature Reviews Neuroscience, 9, 292–303.
 Özer, M. (2006). Frequency-dependent information coding in neurons with stochastic ion channels for subthreshold periodic forcing. Physics Letters A, 354, 258–263.
 Sakmann, B. &. (1995). Single-channel recording (2nded.). New York: Plenum.
 Schmid, G. G. (2001). Stochastic resonance as a collective property of ion channel assemblies. Europhysics Letters, 56, 22–28.
 Izhikevich, E. M. (2007). Dynamical Systems in Neuroscience:Thе Geometry of Excitability and Bursting. MIT press.
 Jacobson, G. A. (2005). Subthreshold voltage noise of rat neocortical pyramidal neurones. Journal of Physiology, 564,145–160.
 Kole, M. H. (2006). Single Ih channels in pyramidal neuron dendrites: Properties, distribution, and impact on action potential output. Journal of Neuroscience, 26, 1677–1687.
 Güler, M. (2013). Stochastic Hodgkin-huxley equations with colored noise terms in thе conductances. Neural Computation .25:46-74, 2013.
 Hodgkin, A. L. (1952). A quantitative description of membrane current and its application to conduction and excitationin in nerve. Journal of Physiology. (London.Print), 117, 500–544.
 Whishaw, K. B. (2012). Fundamentals of Human Physiology FOURTH EDITION. Virginia United States.
How to Cite
Copyright (c) 2019 Renas R Asaad
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Authors retain copyright
The use of a Creative Commons License enables authors/editors to retain copyright to their work. Publications can be reused and redistributed as long as the original author is correctly attributed.
- The researcher(s), whether a single or joint research paper, must sell and transfer to the publisher (the Academic Journal of Nawroz University) through all the duration of the publication which starts from the date of entering this Agreement into force, the exclusive rights of the research paper/article. These rights include the translation, reuse of papers/articles, transmit or distribute, or use the material or parts(s) contained therein to be published in scientific, academic, technical, professional journals or any other periodicals including any other works derived from them, all over the world, in English and Arabic, whether in print or in electronic edition of such journals and periodicals in all types of media or formats now or that may exist in the future. Rights also include giving license (or granting permission) to a third party to use the materials and any other works derived from them and publish them in such journals and periodicals all over the world. Transfer right under this Agreement includes the right to modify such materials to be used with computer systems and software, or to reproduce or publish it in e-formats and also to incorporate them into retrieval systems.
- Reproduction, reference, transmission, distribution or any other use of the content, or any parts of the subjects included in that content in any manner permitted by this Agreement, must be accompanied by mentioning the source which is (the Academic Journal of Nawroz University) and the publisher in addition to the title of the article, the name of the author (or co-authors), journal’s name, volume or issue, publisher's copyright, and publication year.
- The Academic Journal of Nawroz University reserves all rights to publish research papers/articles issued under a “Creative Commons License (CC BY-NC-ND 4.0) which permits unrestricted use, distribution, and reproduction of the paper/article by any means, provided that the original work is correctly cited.
- Reservation of Rights
The researcher(s) preserves all intellectual property rights (except for the one transferred to the publisher under this Agreement).
- Researcher’s guarantee
The researcher(s) hereby guarantees that the content of the paper/article is original. It has been submitted only to the Academic Journal of Nawroz University and has not been previously published by any other party.
In the event that the paper/article is written jointly with other researchers, the researcher guarantees that he/she has informed the other co-authors about the terms of this agreement, as well as obtaining their signature or written permission to sign on their behalf.
The author further guarantees:
- The research paper/article does not contain any defamatory statements or illegal comments.
- The research paper/article does not violate other's rights (including but not limited to copyright, patent, and trademark rights).
This research paper/article does not contain any facts or instructions that could cause damages or harm to others, and publishing it does not lead to disclosure of any confidential information.