Autor segons l'article: Skardal, Per Sebastian; Arenas, Alex
Departament: Enginyeria Informàtica i Matemàtiques
Autor/s de la URV: Arenas Moreno, Alejandro
Paraules clau: 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
Resum: 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
Àrees temàtiques: Physics, mathematical Multidisciplinary sciences Mathematics, interdisciplinary applications Information systems Computer science applications Computer networks and communications Artificial intelligence
Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
Adreça de correu electrònic de l'autor: alexandre.arenas@urv.cat
Identificador de l'autor: 0000-0003-0937-0334
Data d'alta del registre: 2024-09-28
Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
Referència a l'article segons font original: Journal Of Physics: Complexity. 2 (1): 015003-
Referència de l'ítem segons les normes 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
Entitat: Universitat Rovira i Virgili
Any de publicació de la revista: 2021
Tipus de publicació: Journal Publications
Repositori URV