Projects | neurocomplexity

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Themes of Interest

A Multilayer perspective for Football We introduce a new methodology to construct spatial multilayer networks in soccer.	Time asymmetry and entropy. A case study for models and real systems On the complementarity of ordinal patterns-based entropy and time asymmetry metrics, Chaos by IAP	Analyzing international events through the lens of statistical physics: The case of Ukraine Granger, complexity and entropy to better understand violent events in Ukraine.
Ordinal spectrum: a frequency domain characterization of complex time series Review of ordinal patterns. Information theory.	The Worl-wide waste web The World-Wide Waste Web is finally out @natcomms (https://nature.com/articles/s41467-022-28810-x) We identify countries @ high risk of congestion! 2001-19 & 108 waste categories data. A big coll with @eestradalab , Sergi Romero & J.J. Ramasco. #networks #environmental #Recycle #ClimateCrisis #zerowaste	Ordinal Spectrum for detecting complexity levels in different time series. (submitted) A symbol-based Spectrum methodology detecting Chaos and linear behavior in (a,b) epidemics, (c) sunspots, (d,f) epilepsy datasets. A useful method for synthetic linear and nonlinear models. Don't miss it!
Editorial. Nonlinear dynamics and networks in sports. An editorial about the hot topic of sport sciences and its intersection with nonlinear dynamics and graph theory.	Pitch networks reveal organizational & spatial patterns of Guardiola's FC Barcelona Season 2009/2010. The football field can be seen now as physical dynamical system. A multi-scale analysis of the pitch networks of the Barcelona FC. Chaos Solitons & Fractals Journal	Dynamics in cortical activity revealed by resting-state MEG rhythms Frequency bands exhibit different cortical spatio-temporal patterns in dynamics & structure for subjects in resting-state.
Using symbolic networks to analyse dynamical properties of disease outbreaks Using symbolic networks to analyse dynamical properties of disease outbreaks like flu, dengue and malaria. (Proc Roy Soc A)	Spatial and temporal entropies in the Spanish football league: A network science perspective Spatio-Temporal entropy measured on pitch-passes & evolving soccer networks (Entropy. J)	Permutation Entropy and Statistical Complexity in Mild Cognitive Impairment and Alzheimer’s Disease: Info theory and Permutation entropy display relevant differences in ROI's & Sensors. Alheimer's disease, MEG, freq Bands & Statistical Complexity are analysed here
Comparing complex networks: In defence of the simple We conclude that the operational use of complicated methods in isomorphisms can be justified only by showing that they out-perform well-understood traditional statistics, such as Euclidean metrics. Here we compare a difussion-kernel, a dissimilarity measure and the underestimated but very useful Frobenius.	Ordinal Synchronization: Using ordinal patterns to capture interdependencies between time series We present a new measure for capturing the interdependence of two natural signals based on symbolic dynamics. We compare it with mutual information, phase locking value, Pearson correlation and coherence.	Using network science to analyze football passing networks: dynamics, space, time and the multilayer A complete review-comment opening the door to the new field of football and network science.
Detection of time reversibility in time series by ordinal patterns analysis A new method for Detecting time reversibility in time series by ordinal patterns analysis.	Multiplex Social Network Implications of the heterogeneity of inter-layer links in a two-layer social multiplex of musical artists	Functional brain networks reveal the existence of cognitive reserve and the interplay between networ The classical problem of the dynamics-structure interplay in complex networks (coevolutionary complex networks).
Role of inter-hemispheric connections in functional brain networks Do our hemispheres compete? This work is devoted to understand how the competition for centrality in brain hemispheres is.	Beware of the small-world neuroscientist! Is the Small-Wordness metric useful to quantify whether a brain complex network is actually small-word? In this work we revisited this metric in functional networks.	Functional hubs in mild cognitive impairment Complex networks are not static systems. In this work we propose the evaluation of several network properties due to time-steps with fixed lengths. We contrast the obtained features of both young and old individuals facing a memory maintenance.
Functional Hubs (Published) Although there exist different measures of network centralities, Eigenvector centrality is called to be the most relevant in a scenario in which is important to differentiate the most relevant hubs between two different populations, controls and cognitive disease subjects.	Anomalous consistency in mild cognitive impairment: a complex networks approach A new subtype of functional brain networks to unveil the inner dynamics of node's consistency, in this case for Mild Cognitive Impairment using MEG data.	Brain Networks Chapter (Spanish) Functional networks under the perspective of graph theory. A simple fieldtrip around complex network in neuroscience. Chapter No. 8 in the published book: Conectividad funcional y anatómica en el cerebro humano: Análisis de señales y aplicaciones en ciencias de la salud. ISBN-10: 8490225257 by Elsevier Ed.
Acquisition of competitive advantages by generating a strategic territory Small and Medium Enterprises (SMEs) compete for new strategic scenarios to invest their incomes based on needs and distribution channels. A complex systems approach offers different perspectives to understand SMEs' behavior finding new strategic competitive sectors.	Transport of Electrical Signals in Microtubules: A Quantum Approach Quantum consciousness theory offers many platforms to the understanding biological signal transport phenomena. This quantum model describes how a GTP-ATP- reaction free electron travels along several double potential wells. Some pseudo-quantum states (resonances) characterize the electronic transport phenomenon of Microtubules.	Sci Collaborations (in-preparation) Efficient scientific collaborations among different countries are described here in terms of how country-networks are connected.
Entropy-assymetry plane for characterizing linear from nonlinear systems. (in preparation) By playing with mathematical models and real data we will propose a novelty plane for characterizing linear and nonlinear properties of different systems.	Natural clusterization by real estate land-use in Catalonia by means of bipartite networks. (in prep How is it the natural division of real estate agencies competing for advertisements in eclosed region?. Real estates agencies vs, land sector compete for advertisements in the case of Catalonia.	Dynamics of traffic accidents (in preparation) By taking into account more than 10 years of traffic accident data, we find out temporal patterns of accidents in one of the main cities in Latin America. Coming soon!
Clustering histogram for patient with epileptic seizures (in preparation) Machine learning at the intersect with network science to better understand the onset of epileptic seizures.	Neural Petri Net (Submitted) Petri Nets approach to visualize how tokes (conscious correlates) travel along neural pathways in the aggressive behavior. Petri nets are useful tools to understand the logistic pathways among several non cortical nodes.	Intervention I (Exhibited) Process Artwork Neuron. Intervention upon a network model. Neuromancia. International year of neuroscience. Madrid, Spain
Intervention Artwork II (Exhibited) Process Artwork. Applied simulation to a depression case. EnRedando por tu mente. Unesco & European Month of the Brain	Intervention III (Exhibited) Process Artwork. The latent relationship between art and science. The international Neuromancia art exposition exhibit three artwork pieces associated to the topics: the entanglement, the network, the brain and the thoughts.	Hemisphere competition Poster award. Best posters by ELSEVIER and Journal Chaos Solitons & Fractals. Experimental Chaos Conference. 2018. Spain
Cell Culture Networks (Poster Acsesit Winner at NetWork Conference. Spain) International Conference of Complex Networks. Interrelation between inner dynamic of ISIs (Inter spike intervals) and functional complex network based on in-vitro cultures.

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