94 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- IkerbasqueES10 papers
- Hospital de CrucesES8 papers
- Ghent UniversityBE7 papers
- University of Bari Aldo MoroIT6 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BariIT5 papers
- University of the Basque CountryES4 papers
- Basque Center for Applied MathematicsES3 papers
- Istituto Nazionale di Fisica NucleareIT2 papers
- Universidad de GranadaES2 papers
- Catholic University of the MauleCL1 paper
- Consejo Nacional de Investigaciones Científicas y TécnicasAR1 paper
- Consorzio Interuniversitario Fisica SpazialeIT1 paper
11 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…
Consensus clustering approach to group brain connectivity matrices
Javier Rasero, Mario Pellicoro, Leonardo Angelini +3
A novel approach rooted on the notion of consensus clustering, a strategy developed for community detection in complex networks, is proposed to cope with the heterogeneity that cha…
Lagged and instantaneous dynamical influences related to brain structural connectivity
C. Alonso-Montes, I. Diez, L. Remaki +6
Contemporary neuroimaging methods can shed light on the basis of human neural and cognitive specializations, with important implications for neuroscience and medicine. Different MR…
Conserved Ising Model on the Human Connectome
Sebastiano Stramaglia, Mario Pellicoro, Leonardo Angelini +5
Dynamical models implemented on the large scale architecture of the human brain may shed light on how function arises from the underlying structure. This is the case notably for si…
Synergetic and redundant information flow detected by unnormalized Granger causality: application to resting state fMRI
Sebastiano Stramaglia, Leonardo Angelini, Guorong Wu +3
Objectives: We develop a framework for the analysis of synergy and redundancy in the pattern of information flow between subsystems of a complex network. Methods: The presence of r…
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…
Identification of redundant and synergetic circuits in triplets of electrophysiological data
Asier Erramuzpe, Guillermo J. Ortega, Jesus Pastor +4
Neural systems are comprised of interacting units, and relevant information regarding their function or malfunction can be inferred by analyzing the statistical dependencies betwee…
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…
Disruption of transfer entropy and inter-hemispheric brain functional connectivity in patients with disorder of consciousness
Verónica Mäki-Marttunen, Ibai Diez, Jesus M. Cortes +2
Severe traumatic brain injury can lead to disorders of consciousness (DOC) characterized by deficit in conscious awareness and cognitive impairment including coma, vegetative state…
Short-term synaptic plasticity in the deterministic Tsodyks-Markram model leads to unpredictable network dynamics
Jesus M Cortes, Mathieu Desroches, Serafim Rodrigues +3
Short-Term Synaptic Plasticity (STSP) strongly affects the neural dynamics of cortical networks. The Tsodyks and Markram (TM) model for STSP accurately accounts for a wide range of…