94 citations
- IkerbasqueES3 papers
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4 papers
Intrinsic Resonance depends on Network Size of Coupled-Delayed Interacting Oscillators
Felipe A. Torres, Alejandro Weinstein, Jesus M. Cortes +1
The collective frequency that emerges from synchronized neuronal populations--the network resonance--shows a systematic relationship with brain size: whole-brain's large networks o…
Assessing high-order effects in feature importance via predictability decomposition
Marlis Ontivero-Ortega, Luca Faes, Jesus M Cortes +2
Leveraging the large body of work devoted in recent years to describe redundancy and synergy in multivariate interactions among random variables, we propose a novel approach to qua…
A novel brain partition highlights the modular skeleton shared by structure and function
Ibai Diez, Paolo Bonifazi, Iñaki Escudero +4
Elucidating the intricate relationship between brain structure and function, both in healthy and pathological conditions, is a key challenge for modern neuroscience. Recent technic…
Synergy and redundancy in the Granger causal analysis of dynamical networks
Sebastiano Stramaglia, Jesus M. Cortes, Daniele Marinazzo
We analyze by means of Granger causality the effect of synergy and redundancy in the inference (from time series data) of the information flow between subsystems of a complex netwo…