Kouvaris Nikos E, Sebek Michael, Iribarne Albert, Díaz-Guilera Albert, Kiss István Z
Center for Brain and Cognition, Universitat Pompeu Fabra, E-08005 Barcelona, Spain.
Department of Information and Communication Technologies, Universitat Pompeu Fabra, Ramon Trias Fargas, 25-27, E-08005 Barcelona, Spain.
Phys Rev E. 2017 Apr;95(4-1):042203. doi: 10.1103/PhysRevE.95.042203. Epub 2017 Apr 10.
We present theoretical and experimental studies on pattern formation with bistable dynamical units coupled in a star network configuration. By applying a localized perturbation to the central or the peripheral elements, we demonstrate the subsequent spreading, pinning, or retraction of the activations; such analysis enables the characterization of the formation of stationary patterns of localized activity. The results are interpreted with a theoretical analysis of a simplified bistable reaction-diffusion model. Weak coupling results in trivial pinned states where the activation cannot propagate. At strong coupling, a uniform state is expected with active or inactive elements at small or large degree networks, respectively. A nontrivial stationary spatial pattern, corresponding to an activation pinning, is predicted to occur at an intermediate number of peripheral elements and at intermediate coupling strengths, where the central activation of the network is pinned, but the peripheral activation propagates toward the center. The results are confirmed in experiments with star networks of bistable electrochemical reactions. The experiments confirm the existence of the stationary spatial patterns and the dependence of coupling strength on the number of peripheral elements for transitions between pinned and retreating or spreading fronts in forced network configurations (where the central or periphery elements are forced to maintain their states).
我们展示了关于在星型网络配置中耦合的双稳动态单元的模式形成的理论和实验研究。通过对中心或外围元素施加局部扰动,我们展示了激活随后的扩散、固定或回缩;这种分析能够表征局部活动的静态模式的形成。结果通过对一个简化的双稳反应扩散模型的理论分析来解释。弱耦合导致平凡的固定状态,其中激活无法传播。在强耦合下,分别在小度数或大度数网络中预期会出现均匀状态,其中元素处于活跃或不活跃状态。预计在中间数量的外围元素和中间耦合强度下会出现一种非平凡的静态空间模式,对应于激活固定,此时网络的中心激活被固定,但外围激活向中心传播。在双稳电化学反应的星型网络实验中证实了这些结果。实验证实了静态空间模式的存在以及在强制网络配置(其中中心或外围元素被强制保持其状态)中,耦合强度对固定和回缩或扩散前沿之间转变的外围元素数量的依赖性。