Researches on neuron response to external stimulation will provide useful insights into neural mechanism of learning and cognitive function of the brain. In this article, a neuron described by Hodgkin-Huxley model receives periodic spike-train inputs. The responses to inputs with various frequencies and synaptic conductivities are simulated. The results show that mode-locking response pattern is the main type of response to periodic inputs, which is consistent with general knowledge. The mode-locking patterns as the function of the frequency and synaptic conductivity are given and characteristics of mode-locking boundaries are analyzed. Furthermore, how input frequency and synaptic conductivity influence HH neuron response is in detail explained respectively. © 2009 Springer Berlin Heidelberg.
CITATION STYLE
An, Z., Yan, L., & Liujun, C. (2009). Features of hodgkin-huxley neuron response to periodic spike-train inputs. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 5551 LNCS, pp. 68–74). https://doi.org/10.1007/978-3-642-01507-6_9
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