DocumentCode
2664896
Title
Sensitivity of firing rate in single-compartment neurons depends on induction electric field
Author
Jiang, Wang ; Xiu, Wang ; Bin, Deng ; Xile, Wei
Author_Institution
Sch. of Electr. Eng. & Autom., Tianjin Univ., Tianjin, China
fYear
2012
fDate
23-25 May 2012
Firstpage
118
Lastpage
122
Abstract
This paper establishes a new neuron model in the effect of induction electric field (IEF) based on the Hodgkin-Huxley (HH) model to investigate how a single-compartment neuron encodes the stimulus and how the sensitivity of firing rate to input fluctuations changes under different IEF. Then add noisy direct current IEF (DCIEF) and alternating current IEF (ACIEF) to the neuron model respectively at the bifurcation point. By the data obtained and our analysis, this paper shows how the variance of IEF frequency or amplitude influences the neuronal sensitivity of firing rate.
Keywords
bifurcation; bioelectric phenomena; neural nets; sensitivity analysis; ACIEF; DCIEF; Hodgkin-Huxley model; IEF frequency; alternating current IEF; bifurcation point; firing rate sensitivity; induction electric field; input fluctuations; neuronal sensitivity; noisy direct current IEF; single compartment neuron model; stimulus encodes; Bifurcation; Electric fields; Firing; Neurons; Noise; Noise measurement; Sensitivity; Firing Rate Sensitivity; Induction Electric Field; Modeling under IEF; OU Noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location
Taiyuan
Print_ISBN
978-1-4577-2073-4
Type
conf
DOI
10.1109/CCDC.2012.6244018
Filename
6244018
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