Ueda Kei-Ichi, Yadome Masaaki, Nishiura Yasumasa
Graduate School of Science and Engineering, University of Toyama, Toyama 930-8555, Japan.
WPI-AIMR, Tohoku University, Sendai 980-8577, Japan.
Phys Rev E Stat Nonlin Soft Matter Phys. 2014 Feb;89(2):022810. doi: 10.1103/PhysRevE.89.022810. Epub 2014 Feb 21.
We propose a network of excitable systems that spontaneously initiates and completes loop searching against the removal and attachment of connection links. Network nodes are excitable systems of the FitzHugh-Nagumo type that have three equilibrium states depending on input from other nodes. The attractors of this network are stationary solutions that form loops, except in the case of an acyclic network. Thus, the system is regarded as a loop searching system. To design a system capable of self-recovery (the ability to find a loop when one of the connections in an existing loop is suddenly removed), we have investigated regulatory rules for the interaction between nodes and have used two characteristic properties of nonlinear dynamical systems to provide a solution: postinhibitory rebound phenomena and saddle-node bifurcation.
我们提出了一个可激发系统网络,该网络能够针对连接链路的移除和附加自发地启动并完成循环搜索。网络节点是FitzHugh-Nagumo类型的可激发系统,它们根据来自其他节点的输入具有三种平衡状态。除了无环网络的情况外,该网络的吸引子是形成循环的稳态解。因此,该系统被视为一个循环搜索系统。为了设计一个能够自我恢复的系统(即在现有循环中的一条连接突然移除时找到循环的能力),我们研究了节点之间相互作用的调节规则,并利用非线性动力系统的两个特性来提供解决方案:抑制后反弹现象和鞍结分岔。