Title :
The effect of direct-current field on the adaptability in the minimal model
Author :
Jiang Wang ; Kuan Wang ; Li Chang ; Bin Deng ; Xile Wei ; Huiyan Li
Author_Institution :
Sch. of Electr. & Autom. Eng., Tianjin Univ., Tianjin, China
Abstract :
Spike-frequency adaptation is a prominent aspect of neuronal dynamics in the neural information processing. The external electric field can interact with the cell at the level of intracellular signal transduction pathways and influence the neural spike-frequency. Based on the principle of Morris-Lecar model, a modified Minimal model under the external electric field is established. From the membrane potential curve and spike frequency curve both changing with time and the onset spike frequency curve changing with the input signal, the changes of the adaptability and the requirements met by the direct current field for the adaptive model are given. The research results prove that the Minimal model is also fit for studying the neural adaptation, suggesting a functional role for the external electric field in the excitability of biological nervous system and pathogenesis of several neurological diseases.
Keywords :
diseases; electric field effects; neural nets; neurophysiology; Morris-Lecar model; adaptive model; biological nervous system; direct current field effect; external electric field; intracellular signal transduction pathways; membrane potential curve; modified minimal model; neural information processing; neural spike frequency curve; neurological diseases; neuronal dynamics; onset spike frequency curve; Adaptation models; Biological system modeling; Current measurement; Electric fields; Neurons; Oscillators; Time-frequency analysis; Spike-frequency adaptation; direct current; the Minimal model; the external electric field;
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
DOI :
10.1109/CCDC.2013.6561391