Binczak Stéphane, Jacquir Sabir, Bilbault Jean-Marie, Kazantsev Viktor B, Nekorkin Vladimir I
LE2I, CNRS UMR 5158, Aile des Sciences de l'Ingénieur, Université de Bourgogne, BP, 47870 Dijon Cedex, France.
Neural Netw. 2006 Jun;19(5):684-93. doi: 10.1016/j.neunet.2005.07.011. Epub 2005 Sep 22.
We present an electronical circuit modelling a FitzHugh-Nagumo neuron with a modified excitability. To characterize this basic cell, the bifurcation curves between stability with excitation threshold, bistability and oscillations are investigated. An electrical circuit is then proposed to realize a unidirectional coupling between two cells, mimicking an inter-neuron synaptic coupling. In such a master-slave configuration, we show experimentally how the coupling strength controls the dynamics of the slave neuron, leading to frequency locking, chaotic behavior and synchronization. These phenomena are then studied by phase map analysis. The architecture of a possible neural network is described introducing different kinds of coupling between neurons.
我们展示了一个对具有修改后的兴奋性的菲茨休 - 纳古莫神经元进行建模的电子电路。为了表征这个基本细胞,研究了具有激发阈值的稳定性、双稳态和振荡之间的分岔曲线。然后提出了一个电路来实现两个细胞之间的单向耦合,模拟神经元间的突触耦合。在这样的主从配置中,我们通过实验展示了耦合强度如何控制从神经元的动力学,从而导致频率锁定、混沌行为和同步。然后通过相图分析来研究这些现象。描述了一种可能的神经网络架构,介绍了神经元之间不同类型的耦合。