Chaotic phase synchronization in a modular neuronal network of small-world subnetworks

• Published in: Chaos (Woodbury, N.Y.) Vol. 21; no. 4; p. 043125
• Main Authors: Yu, Haitao, Wang, Jiang, Liu, Qiuxiang, Wen, Jinxin, Deng, Bin, Wei, Xile
• Format: Journal Article
• Language: English
• Published: United States 01.12.2011
• Subjects: Action Potentials - physiology; Animals; Computer Simulation; Cortical Synchronization - physiology; Humans; Models, Neurological; Nerve Net - physiology; Neurons - physiology; Nonlinear Dynamics; Synaptic Transmission - physiology
• ISSN: 1089-7682
• DOI: 10.1063/1.3660327

We investigate the onset of chaotic phase synchronization of bursting oscillators in a modular neuronal network of small-world subnetworks. A transition to mutual phase synchronization takes place on the bursting time scale of coupled oscillators, while on the spiking time scale, they behave asynchronously. It is shown that this bursting synchronization transition can be induced not only by the variations of inter- and intra-coupling strengths but also by changing the probability of random links between different subnetworks. We also analyze the effect of external chaotic phase synchronization of bursting behavior in this clustered network by an external time-periodic signal applied to a single neuron. Simulation results demonstrate a frequency locking tongue in the driving parameter plane, where bursting synchronization is maintained, even with the external driving. The width of this synchronization region increases with the signal amplitude and the number of driven neurons but decreases rapidly with the network size. Considering that the synchronization of bursting neurons is thought to play a key role in some pathological conditions, the presented results could have important implications for the role of externally applied driving signal in controlling bursting activity in neuronal ensembles.