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
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;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9351-7
DOI :
10.1109/BMEI.2011.6098668