Publicacions

From networked SIS model to the Gompertz function

Ernesto Estrada, Paolo Bartesaghi
Submitted (2021)

Unveiling the role of plasticity rules in reservoir computing

Morales, Guillermo B.; Mirasso, Claudio R.; Soriano, Miguel C.
Neurocomputing 461, 705-715 (2021)

A compartmental model for vector transmitted diseases: an application to Xylella fastidiosa

Rosa Flaquer Galmés (Advisor: Matias, Manuel A.)
Master Thesis (2021)

Modelling Parasite-produced Marine Diseases: The case of the Mass Mortality Event of Pinna nobilis

Giménez-Romero, Àlex; Grau, Amalia; Hendriks, Iris E.; Matias, Manuel A.
Ecological Modelling 459, 109705 (1-15) (2021)

The AIMe registry for artificial intelligence in biomedical research

Julian Matschinske, ..., Massimiliano Zanin, Olga Zolotareva, Jan Baumbach & David B. Blumenthal
Nature Methods , (2021)

Eigenvalues of random matrices with generalised correlations: a path integral approach

Baron, Joseph William; Jewell, Thomas Jun; Ryder, Christopher; Galla, Tobias
Submitted (2021)

Reservoir Computing: Theory, Physical Implementations, and Applications

Nakajima, Kohei; Fischer, Ingo (Editors)
, Springer Singapore (2021)

Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population

Sánchez-Claros, Jaime ; Pariz, Aref; Valizadeh, Alireza; Canals, Santiago; Mirasso, Claudio
Frontiers in Systems Neuroscience 15, 705371: 1-16 (2021)

Beyond the adiabatic limit in systems with fast environments: A tau-leaping algorithm

Berrios-Caro, Ernesto; Galla, Tobias
Physical Review E 104, 014122 (2021)

Leveraging network analysis to evaluate biomedical named entity recognition tools

Eduardo P. García del Valle; Gerardo Lagunes García; Lucía Prieto Santamaría; Massimiliano Zanin; Ernestina Menasalvas Ruiz; Alejandro Rodríguez-González
Scientific Reports 11, 13537 (2021)

Beyond pairwise network similarity: exploring mediation and suppression between networks

Lucas Lacasa, Sebastiano Stramaglia, Daniele Marinazzo
Communications Physics 4, (2021)

DisMaNET: A network-based tool to cross map disease vocabularies

Eduardo P.García del Valle; Gerardo Lagunes García; Lucía Prieto Santamaría; Massimiliano Zanin; Ernestina Menasalvas Ruiz; Alejandro Rodríguez-González
Computer Methods and Programs in Biomedicine 207, 106233 (2021)

Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison

Ilinka Ivanoska; Kire Trivodaliev; Slobodan Kalajdziski; Massimiliano Zanin
Brain Sciences 11 (6), 735 (2021)

Principles and open questions in functional brain network reconstruction

Korhonen, Onerva; Zanin, Massimiliano; Papo, David
Human Brain Mapping , (2021)

A Fast Transform for Brain Connectivity Difference Evaluation

Zanin, Massimiliano; Ivanoska, Ilinka; Güntekin, Bahar; Yener, Görsev; Loncar-Turukalo, Tatjana; Jakovljevic, Niksa; Sveljo, Olivera; Papo, David
Neuroinformatics , (2021)

An ecological approach to structural flexibility in online communication systems

Palazzi,María J.; Solé-Ribalta,Albert; Calleja-Solanas,Violeta; Meloni,Sandro; Plata,Carlos A.; Suweis,Samir; Borge-Holthoefer,Javier;
Nature Communications , (2021)

DRUG RESISTANCE IN INFECTIOUS DISEASES (CSIC Libro Blanco)

Riva, Luis; Galla, Tobias; et al.
Libro Blanco Desafíos Científicos CSIC 2030, , (2021)

Switching environments, synchronous sex, and the evolution of mating types

Berríos-Caro, Ernesto; Galla, Tobias; Constable, George W. A.
Theoretical Population Biology 138, 28-42 (2021)

nMNSD—A Spiking Neuron-Based Classifier That Combines Weight-Adjustment and Delay-Shift

Susi, G.; Antón-Toro, L. F.; Maestú, F.; Pereda, E.; Mirasso, C.
Frontiers in Neuroscience 15, Article 582608 (2021)

Landscape-induced spatial oscillations in population dynamics

Dornelas, Vivian; Colombo, Eduardo H.; López, Cristóbal; Hernández-García, Emilio; Anteneodo, Celia
Scientific Reports 11, 3470 (1-11) (2021)

Neutral Theory for competing attention in social networks

Plata,Carlos A.;Pigani,Emanuele;Azaele,Sandro;Calleja-Solanas,Violeta;Palazzi,María J.;Solé-Ribalta,Albert;Borge-Holthoefer,Javier;Meloni,Sandro;Suweis,Samir;
Physical Review Research 3, 013070 (2021)

Competition delays multi-drug resistance evolution during combination therapy

Berrios-Caro, Ernesto; Gifford, Danna R; Galla, Tobias
Journal of Theoretical Biology 509, 110524 (1-15) (2021)

Editorial on the Research Topic Fundamentals and Applications of AI: An Interdisciplinary Perspective

Eguiluz, V.; Mirasso, C. R.; Vicente, R.
Frontiers in Physics Interdisciplinary Physics 19, (2021)

Integrating theory and experiments to link local mechanisms and ecosystem-level consequences of vegetation patterns in drylands

Martinez-Garcia, Ricardo; Cabal, Ciro; Calabrese, Justin M.; Hernandez-Garcia, Emilio; Lopez, Cristobal; Tarnita, Corina E.; Bonachela, Juan A.
Submitted (2021)

Informational cost and networks navigability

Estrada, Ernesto
Applied Mathematics and Computation 397, 125914 (2021)

Modeling brain reorganization after hemispherectomy

Seoane, L.; Solé, R.
Submitted (2021)

Traveling pulses in Class-I excitable media

Arinyo-i-Prats, Andreu; Moreno-Spiegelberg, Pablo; Matı́as, Manuel A.; Gomila, Damià
Submitted (2021)

Species exclusion and coexistence in a noisy voter model with a competition-colonization tradeoff

Martínez-García, Ricardo; López, Cristóbal; Vazquez, Federico
Physical Review E 103, 032406 (2021)

Cognition, collective behaviors & consciousness

Canals, S.; Bartumeus, F.; Gomez-marin, A.; Martinez-Otero, L.; Marquez, C.; Valverde, S.; Hernandez-Garcia, E.; Lopez, C.; Mirasso, C.; del Castillo, D.; Rocon, E.; Criado-Boado, F.; Palmer, J.R.B.; Castellanos, N.; Diex, G.; Maestu, F.
in Brain, Mind and Behaviour (edited by Herrera E. and Esteban, J.A.), Consejo Superior de Investigaciones Cientificas, 41-57 (2021)

Colloidal magnetic brushes: influence of the magnetic content and presence of short-ranged attractive forces in the micro-structure and field response.

Cerdà, J.J.; Bona-Casas, C.; Cerrato, A.; Sintes, T.; Massó, J.
Soft Matter 17, 5780-5791 (2021)

Deep learning in systems medicine

Wang, Haiying; Pujos-Guillot, Estelle; Comte, Blandine; de Miranda, Joao Luis; Spiwok, Vojtech; Chorbev, Ivan; Castiglione, Filippo; Tieri, Paolo; Watterson, Steven; McAllister, Roisin; de Melo Malaquias, Tiago; Zanin, Massimiliano; Rai, Taranjit Singh; Zheng, Huiru
Briefings in Bioinformatics 22, 1543–1559 (2021)

Geospatial distributions reflect temperatures of linguistic features

Kauhanen, Henri; Gopal, Deepthi; Galla, Tobias; Bermúdez-Otero, Ricardo
Science Advances 7, eabe6540 (1-10) (2021)

Normal tissue content impact on the GBM molecular classification

Madurga, Rodrigo; García-Romero, Noemí; Jiménez,Beatriz; Collazo, Ana; Pérez-Rodríguez, Francisco; Hernández-Laín, Aurelio; Fernández-Carballal, Carlos; Prat-Acín, Ricardo; Zanin, Massimiliano; Menasalvas, Ernestina; Ayuso-Sacido, Ángel
Briefings in Bioinformatics , bbaa129 (2021)

Structured interactions as a stabilizing mechanism for competitive ecosystems

Calleja-Solanas, Violeta; Khalil, Nagi; Hernández-García, Emilio; Gómez-Gardeñes, Jesús; Meloni, Sandro
Submitted (2021)

Uncertainty in Functional Network Representations of Brain Activity of Alcoholic Patients

Zanin, Massimiliano; Belkoura, Seddik; Gomez, Javier; Alfaro, César; Cano, Javier
Brain Topography 34, 6-18 (2021)

Hypoxic response in cancer progression: modeling HIF activation

Ferrante, Patrizia (Advisors: Toral, Raul; Flandoli, Franco)
Master Thesis (2020)

Dynamics in cortical activity revealed by resting-state MEG rhythms

Mendoza-Ruiz, J; Alonso-Malaver, E; Valderrama, M, Rosso, A, Martinez, Johann. H.
Chaos: An Interdisciplinary Journal of Nonlinear Science 30, 123138 (2020)

Collective effects in voltage-gated protein ensembles

Fullana Sánchez, Antonia (Advisor: Sintes, Tomás)
Master Thesis (2020)

Competition between Mediterranean clonal seagrasses

Abio Rojo, Albert (Advisor: Sintes, Tomás)
Master Thesis (2020)

Patterns, localized structures and fronts in a reduced model of clonal plant growth

Ruiz-Reynés, Daniel; Martín, Luis; Hernández-García, Emilio; Knobloch, Edgar; Gomila, Damià
Physica D 414, 132723 (1-11) (2020)

Stochastic and deterministic approaches to generalised random Lotka-Volterra communities

Ferran Larroya Paixa (Advisor: Galla, Tobias)
Master Thesis (2020)

Competition for attention in social networks - An ecological approach

Magiera, Marius-Jascha (Advisor: Meloni, Sandro)
Master Thesis (2020)

Efecto de la COVID-19 en Baleares: un estudio interdisciplinar

Mirasso, C. R. Ed.
MEDICINA BALEAR - ESPECIAL COVID 19 35, 24-33 (2020)

Dispersal-induced instability in complex ecosystems

Baron, Joseph William; Galla, Tobias
Nature Communications 11, 6032 (2020)

Mitochondria interaction networks show altered topological patterns in Parkinson’s disease

Zanin, Massimiliano; Santos, Bruno FR; Antony, Paul MA; Berenguer-Escuder, Clara; B. Larsen, Simone; Hanss, Zoe; Barbuti, Peter; Baumuratov, Aidos S.; Grossmann, Dajana; Capelle, Christophe M.; Weber, Joseph; Balling, Rudi; Ollert, Markus; Krüger, Rejko; Diederich, Nico J.; He, Feng Q.
npj Systems Biology and Applications 6, 38 (2020)

Driven progressive evolution of genome sequence complexity in Cyanobacteria

Moya, Andrés ; Oliver, José L.; Verdú, Miguel; Delaye, Luis; Arnau, Vicente; Bernaola‐Galván, Pedro; de la Fuente, Rebeca; Díaz, Wladimiro; Gómez‐Martín, Cristina; González, Francisco M.; Latorre, Amparo; Lebrón, Ricardo; Román‐Roldán, Ramón
Scientific Reports 10, 19073 (1-14) (2020)

A flexible method for optimising sharing of healthcare resources and demand in the context of the COVID-19 pandemic

Lacasa, Lucas; Challen, Robert; Brooks-Pollock, Ellen; Danon, Leon
PLoS ONE 15, e0241027 (2020)

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