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Dynamic analysis of Hodgkin’s three classes of neurons exposed to extremely low-frequency sinusoidal induced electric field

机译:霍奇金三类神经元暴露于极低频正弦感应电场中的动力学分析

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摘要

To explore how extremely low frequency induced electric field (EF) interacts with neuronal activity, we introduce a sinusoidal induced EF into a two-dimensional neuron model and investigate the dynamic behaviors of Hodgkin’s three classes of neurons with different EF parameters, i.e., amplitude and frequency. It is observed that three classes of neurons can exhibit bursting, synchronous spiking and subthreshold oscillation when exposed to ELF induced EF. By analyzing neuronal spiking frequency and average firing rate, it is found that class 1 and 2 neurons could generate bursting with p:1 (p > 1) phase-locking in the low EF frequency area when EF amplitude is above the stimulus spiking threshold, whereas class 3 neuron is not so sensitive to induced EF stimulus in this area unless the EF amplitude is much higher. With the increase of EF frequency, three classes of neurons all exhibit synchronous spiking with 1:1 phase-locking. When EF frequency further increases, the spiking frequency for three classes will drop to zero and neurons cease spiking. Our study suggests that the induced EF parameters can determine and be quantified by neuronal spiking patterns. It can contribute to reveal how EF stimulus is encoded by different neurons, which may aid the interpretation of the effects of electromagnetic fields on brain neurons.
机译:为了探索极低频感应电场(EF)与神经元活动的相互作用,我们将正弦感应的EF引入二维神经元模型,并研究具有不同EF参数(即振幅和频率)的霍奇金三类神经元的动态行为。频率。观察到,当暴露于ELF诱导的EF时,三类神经元可表现出爆发,同步尖峰和亚阈值振荡。通过分析神经元的尖峰频率和平均放电速率,发现当EF振幅高于刺激尖峰阈值时,第1类和第2类神经元可以在低EF频率区域产生p:1(p> 1)锁相的爆发,而3级神经元对该区域的诱发EF刺激并不那么敏感,除非EF振幅高得多。随着EF频率的增加,三类神经元均表现出1:1锁相的同步尖峰。当EF频率进一步增加时,三类的峰值频率将降至零,并且神经元停止峰值。我们的研究表明,诱导的EF参数可以确定神经突刺模式并通过其量化。它可以帮助揭示不同神经元如何编码EF刺激,这可能有助于解释电磁场对大脑神经元的影响。

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