Author, as appears in the article.: Skardal, Per Sebastian; Arenas, Alex
Department: Enginyeria Informàtica i Matemàtiques
URV's Author/s: Arenas Moreno, Alejandro
Keywords: Synchronization Stable state Stability criteria Random processes Random perturbations Oscillator systems Oscillator networks Network topology Higher-order interactions Fixed points Coupled oscillators Coupled oscillator networks Complex networks Basin of attraction
Abstract: We study the dynamics of coupled oscillator networks with higher-order interactions and their ability to store information. In particular, the fixed points of these oscillator systems consist of two clusters of oscillators that become entrained at opposite phases, mapping easily to information more commonly represented by sequences of 0’s and 1’s. While 2N such fixed point states exist in a l system of N oscillators, we find that a relatively small fraction of these are stable, as chosen by the network topology. To understand the memory selection of such oscillator networks, we derive a stability criterion to identify precisely which states are stable, i.e., which pieces of information are supported by the network. We also investigate the process by which the system can switch between different stable states when a random perturbation is applied that may force the system into the basin of attraction of another stable state. © 2020 The Author(s). Published by IOP Publishing Ltd
Thematic Areas: Physics, mathematical Multidisciplinary sciences Mathematics, interdisciplinary applications Information systems Computer science applications Computer networks and communications Artificial intelligence
licence for use: https://creativecommons.org/licenses/by/3.0/es/
Author's mail: alexandre.arenas@urv.cat
Author identifier: 0000-0003-0937-0334
Record's date: 2024-09-28
Papper version: info:eu-repo/semantics/publishedVersion
Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
Papper original source: Journal Of Physics: Complexity. 2 (1): 015003-
APA: Skardal, Per Sebastian; Arenas, Alex (2021). Memory selection and information switching in oscillator networks with higher-order interactions. Journal Of Physics: Complexity, 2(1), 015003-. DOI: 10.1088/2632-072x/abbd4c
Entity: Universitat Rovira i Virgili
Journal publication year: 2021
Publication Type: Journal Publications
Repositori URV