Multifractal analysis of financial markets: A review
ZQ Jiang, WJ ** topological characteristics of dynamical systems into neural networks: A reservoir computing approach
Significant advances have recently been made in modeling chaotic systems with the
reservoir computing approach, especially for prediction. We find that although state …
reservoir computing approach, especially for prediction. We find that although state …
Graph distance for complex networks
Y Shimada, Y Hirata, T Ikeguchi, K Aihara - Scientific reports, 2016 - nature.com
Networks are widely used as a tool for describing diverse real complex systems and have
been successfully applied to many fields. The distance between networks is one of the most …
been successfully applied to many fields. The distance between networks is one of the most …
Hidden geometry of traffic jamming
We introduce an approach based on algebraic topological methods that allow an accurate
characterization of jamming in dynamical systems with queues. As a prototype system, we …
characterization of jamming in dynamical systems with queues. As a prototype system, we …
Synchronization of multiple mobile reservoir computing oscillators in complex networks
T Weng, X Chen, Z Ren, H Yang, J Zhang… - Chaos, Solitons & …, 2023 - Elsevier
We investigate collective behavior of multiply moving reservoir computing oscillators. Each
moving oscillator is fitted to a same dynamical system and then wanders a network …
moving oscillator is fitted to a same dynamical system and then wanders a network …
Multiple moving agents on complex networks: From intermittent synchronization to complete synchronization
We investigate multiple moving agents on complex networks. Each of them takes a random
walk strategy and carries a chaotic oscillator. Remarkably, we find that with increasing the …
walk strategy and carries a chaotic oscillator. Remarkably, we find that with increasing the …
Time series analysis in earthquake complex networks
We introduce a new method of characterizing the seismic complex systems using a
procedure of transformation from complex networks into time series. The undirected complex …
procedure of transformation from complex networks into time series. The undirected complex …
Analysis of influence maximization in temporal social networks
Q Liqing, Y **feng, F **n, J Wei, G Wenwen - IEEE Access, 2019 - ieeexplore.ieee.org
The problem of influence maximization aims to specify the small number of initial individuals
that will eventually influence the individuals as much as possible, which has aroused wide …
that will eventually influence the individuals as much as possible, which has aroused wide …