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
Link To Document :
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