Department of Biomedical Engineering, Zonguldak Bulent Ecevit University, Zonguldak, Turkey.
Department of Electromagnetism and Physics of the Matter and Institute Carlos I for Theoretical and Computational Physics, University of Granada, Granada, E-18071, Spain.
Neural Netw. 2020 Jun;126:108-117. doi: 10.1016/j.neunet.2020.03.002. Epub 2020 Mar 9.
Here we study the emergence of chimera states, a recently reported phenomenon referring to the coexistence of synchronized and unsynchronized dynamical units, in a population of Morris-Lecar neurons which are coupled by both electrical and chemical synapses, constituting a hybrid synaptic architecture, as in actual brain connectivity. This scheme consists of a nonlocal network where the nearest neighbor neurons are coupled by electrical synapses, while the synapses from more distant neurons are of the chemical type. We demonstrate that peculiar dynamical behaviors, including chimera state and traveling wave, exist in such a hybrid coupled neural system, and analyze how the relative abundance of chemical and electrical synapses affects the features of chimera and different synchrony states (i.e. incoherent, traveling wave and coherent) and the regions in the space of relevant parameters for their emergence. Additionally, we show that, when the relative population of chemical synapses increases further, a new intriguing chaotic dynamical behavior appears above the region for chimera states. This is characterized by the coexistence of two distinct synchronized states with different amplitude, and an unsynchronized state, that we denote as a chaotic amplitude chimera. We also discuss about the computational implications of such state.
我们研究了嵌合体状态的出现,这是一种最近报道的现象,指的是在由电突触和化学突触耦合的 Morris-Lecar 神经元群体中,同步和不同步的动力学单元共存,构成了混合突触结构,类似于实际的大脑连接。该方案由一个非局部网络组成,其中最近邻神经元通过电突触耦合,而来自更远神经元的突触是化学类型的。我们证明了在这种混合耦合神经网络系统中存在特殊的动力学行为,包括嵌合体状态和行波,并分析了化学和电突触的相对丰度如何影响嵌合体和不同同步状态(即非相干、行波和相干)以及它们出现的相关参数空间中的区域。此外,我们还表明,当化学突触的相对种群进一步增加时,在嵌合体状态的区域之上会出现一种新的有趣的混沌动力学行为。这种行为的特征是存在两个具有不同幅度的不同的同步状态和一个非同步状态,我们将其表示为混沌幅度嵌合体。我们还讨论了这种状态的计算意义。