Torrealdea Francisco J, Sarasola Cecilia, d'Anjou Alicia, Moujahid Abdelmalik, de Mendizábal N Vélez
Departmentof Computer Science, University of the Basque Country, Manuel de Lardizabal 1, 20018 San Sebastian, Spain.
Biosystems. 2009 Jul;97(1):60-71. doi: 10.1016/j.biosystems.2009.04.004. Epub 2009 May 3.
The generation of spikes by neurons is energetically a costly process. This paper studies the consumption of energy and the information entropy in the signalling activity of a model neuron both when it is supposed isolated and when it is coupled to another neuron by an electrical synapse. The neuron has been modelled by a four-dimensional Hindmarsh-Rose type kinetic model for which an energy function has been deduced. For the isolated neuron values of energy consumption and information entropy at different signalling regimes have been computed. For two neurons coupled by a gap junction we have analyzed the roles of the membrane and synapse in the contribution of the energy that is required for their organized signalling. Computational results are provided for cases of identical and nonidentical neurons coupled by unidirectional and bidirectional gap junctions. One relevant result is that there are values of the coupling strength at which the organized signalling of two neurons induced by the gap junction takes place at relatively low values of energy consumption and the ratio of mutual information to energy consumption is relatively high. Therefore, communicating at these coupling values could be energetically the most efficient option.
神经元产生尖峰在能量方面是一个耗能过程。本文研究了一个模型神经元在假定孤立状态以及通过电突触与另一个神经元耦合时,其信号活动中的能量消耗和信息熵。该神经元由一个四维Hindmarsh-Rose型动力学模型建模,为此推导了一个能量函数。对于孤立神经元,计算了不同信号传导模式下的能量消耗和信息熵值。对于通过缝隙连接耦合的两个神经元,我们分析了膜和突触在其有组织信号传导所需能量贡献中的作用。给出了单向和双向缝隙连接耦合的相同和不同神经元情况的计算结果。一个相关结果是,存在耦合强度值,在该值下,缝隙连接诱导的两个神经元的有组织信号传导在相对较低的能量消耗值下发生,并且互信息与能量消耗的比率相对较高。因此,在这些耦合值下进行通信在能量方面可能是最有效的选择。