Oh Myongkeun, Matveev Victor
Department of Mathematical Sciences and Center for Applied Mathematics and Statistics, New Jersey Institute of Technology, Newark, NJ 07102, USA.
J Comput Neurosci. 2011 Aug;31(1):31-42. doi: 10.1007/s10827-010-0292-x. Epub 2010 Dec 4.
Phase response is a powerful concept in the analysis of both weakly and non-weakly perturbed oscillators such as regularly spiking neurons, and is applicable if the oscillator returns to its limit cycle trajectory between successive perturbations. When the latter condition is violated, a formal application of the phase return map may yield phase values outside of its definition domain; in particular, strong synaptic inhibition may result in negative values of phase. The effect of a second perturbation arriving close to the first one is undetermined in this case. However, here we show that for a Morris-Lecar model of a spiking cell with strong time scale separation, extending the phase response function definition domain to an additional negative value branch allows to retain the accuracy of the phase response approach in the face of such strong inhibitory coupling. We use the resulting extended phase response function to accurately describe the response of a Morris-Lecar oscillator to consecutive non-weak synaptic inputs. This method is particularly useful when analyzing the dynamics of three or more non-weakly coupled cells, whereby more than one synaptic perturbation arrives per oscillation cycle into each cell. The method of perturbation prediction based on the negative-phase extension of the phase response function may be applicable to other excitable cell models characterized by slow voltage dynamics at hyperpolarized potentials.
相位响应是分析弱扰动和非弱扰动振荡器(如有规律发放脉冲的神经元)的一个有力概念,并且如果振荡器在连续扰动之间回到其极限环轨迹,它就适用。当违反后一个条件时,相位返回映射的形式应用可能会产生超出其定义域的相位值;特别是,强突触抑制可能导致相位为负值。在这种情况下,接近第一个扰动到达的第二个扰动的影响是不确定的。然而,在这里我们表明,对于具有强时间尺度分离的发放脉冲细胞的Morris-Lecar模型,将相位响应函数的定义域扩展到一个额外的负值分支,可以在面对这种强抑制耦合时保持相位响应方法的准确性。我们使用由此得到的扩展相位响应函数来准确描述Morris-Lecar振荡器对连续非弱突触输入的响应。当分析三个或更多非弱耦合细胞的动力学时,这种方法特别有用,在每个振荡周期中,每个细胞会有不止一个突触扰动到达。基于相位响应函数负相位扩展的扰动预测方法可能适用于其他以超极化电位下缓慢电压动力学为特征的可兴奋细胞模型。