DocumentCode
2590137
Title
Action potential initial dynamical control of a minimum neuron model
Author
Yuliang Liu ; Yanqiu Che ; Jiang Wang ; Qitao Jin ; Bin Deng ; Xile Wei
Author_Institution
Tianjin Key Lab. of Inf. Sensing & Intell. Control, Tianjin Univ. of Technol. & Educ., Tianjin, China
Volume
4
fYear
2011
fDate
15-17 Oct. 2011
Firstpage
1820
Lastpage
1824
Abstract
Neuron encodes the information inputs from the dendrites by generating action potential sequences of different firing patterns. Different firing patterns result from different action potential initial dynamic mechanisms. The action potential initial dynamic mechanism is determined by the competition result between different dynamical currents in the sub-threshold potential. In this paper, we adopt a minimum neuron model, design a Wash-out filter from a physiological view to achieve the transition between different action potential initial dynamic mechanisms, and prove that the Wash-out filter controller can alters the action potential initial dynamic mechanism of neuron by affecting the result of competition between currents with different dynamics in the sub-threshold potential.
Keywords
biocontrol; bioelectric potentials; neurophysiology; physiological models; Wash-out filter controller; action potential initial dynamical control; dendrites; dynamical currents; firing patterns; minimum neuron model; subthreshold potential; Bifurcation; Computational modeling; Firing; Mathematical model; Neurons; Physiology; Action Potential Initial Dynamic Mechanism; Minimum Neuron Model; Sub-threshold Current Competition; Washout Filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-9351-7
Type
conf
DOI
10.1109/BMEI.2011.6098668
Filename
6098668
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