81 citations · 101 across the 5 of their papers we have counts for
5 papers
Scalar embedding of temporal network trajectories
Lucas Lacasa, F. Javier Marín-Rodríguez, Naoki Masuda +1
A temporal network -- a collection of snapshots recording the evolution of a network whose links appear and disappear dynamically -- can be interpreted as a trajectory in graph spa…
Understanding following patterns among high-performance athletes
Jorge P. Rodríguez, Lluís Arola-Fernández
Professional sports enhance interaction among athletes through training groups, sponsored events and competitions. Among these, the Olympic Games represent the largest competition…
An effective theory of collective deep learning
Lluís Arola-Fernández, Lucas Lacasa
Unraveling the emergence of collective learning in systems of coupled artificial neural networks points to broader implications for machine learning, neuroscience, and society. Her…
Self-organized explosive synchronization in complex networks: Emergence of synchronization bombs
Lluís Arola-Fernández, Sergio Faci-Lázaro, Per Sebastian Skardal +3
We introduce the concept of synchronization bombs as large networks of coupled heterogeneous oscillators that operate in a bistable regime and abruptly transit from incoherence to…
Higher-order interactions improve optimal collective dynamics on networks
Per Sebastian Skardal, Lluís Arola-Fernández, Dane Taylor +1
Collective behavior plays a key role in the function of a wide range of physical, biological, and neurological systems where empirical evidence has recently uncovered the prevalenc…