Publications

Unveiling the role of plasticity rules in reservoir computing

Morales, Guillermo B.; Mirasso, Claudio R.; Soriano, Miguel C.
Neurocomputing , (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)

Local characterization of transient chaos on finite times in open systems

Drotos, Gabor; Hernandez-Garcia, Emilio; Lopez, Cristobal
Journal of Physics: Complexity 2, 025014 (1-15) (2021)

Nonlinear forced change and nonergodicity: the case of ENSO-Indian Monsoon and global precipitation teleconnections

Bódai,Tamás;Drótos,Gábor;Ha,Kyung-Ja;Lee,June-Yi;Chung,Eui-Seok
Frontiers in Earth Science 8, 599785 (1-24) (2021)

Collision models can efficiently simulate any multipartite Markovian quantum dynamics

Cattaneo, Marco; De Chiara, Gabriele; Maniscalco, Sabrina; Zambrini, Roberta; Giorgi, Gian Luca
Physical Review Letters 126, 130403 (1-8) (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)

Fast physical repetitive patterns generation for masking in time-delay reservoir computing

Argyris,Apostolos;Schwind,Janek;Fischer,Ingo
Scientific Reports 11, 6701 (2021)

Gaussian states of continuous-variable quantum systems provide universal and versatile reservoir computing

Nokkala, Johannes;Martínez-Peña, Rodrigo;Giorgi, Gian Luca; Parigi, Valentina;Soriano, Miguel C.;Zambrini, Roberta
Communications Physics 4, 53 (2021)

Dynamical phase transitions in quantum reservoir computing

Martínez-Peña, Rodrigo; Giorgi, Gian Luca; Nokkala, Johannes; Soriano, Miguel C.; Zambrini, Roberta
Submitted (2021)

Sinking microplastics in the water column: simulations in the Mediterranean Sea

de la Fuente, Rebeca; Drotos, Gabor; Hernandez-Garcia, Emilio; Lopez, Cristobal; van Sebille, Erik
Ocean Science 17, 431-453 (2021)

Phase transitions in a non-Hermitian Aubry-André-Harper model

Longhi, Stefano
Physical Review B 103, 054203 (1-12) (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)

Persistent individual bias in a voter model with quenched disorder

Baron, Joseph William
Submitted (2021)

The soundscape of the Anthropocene ocean

Duarte, CM; Chapuis, L; Collin, SP; Costa, DP; Devassy, RP; Eguiluz, VM; Erbe, C; Gordon, TAC; Halpern, BS; Harding, HR; Havlik, MN; Meekan, M; Merchant, ND; Miksis-Olds, JL; Parsons, M; Predragovic, M; et al
Science 371, eaba4658 (2021)

A comparative study between the first and second waves of COVID-19 in the Balearic Islands using machine learning on electronic health records

Khajuria, T.; Pou Goyanes, J. A.; Mirasso C.; Vicente. R.
Submitted , (2021)

Maryland model in optical waveguide lattices

Longhi, Stefano
Optics Letters 46, 637-640 (2021)

A population-based controlled experiment assessing the epidemiological impact of digital contact tracing

Rodríguez, P., Graña, S., Alvarez-León, E.E. et al.
Nature Communications 12, 587 (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)

Spatial self-organization of vegetation in water-limited systems: mechanistic causes, empirical tests, and ecosystem-level consequences

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

Curvature effects and radial homoclinic snaking

Gomila, Damià; Knobloch, Edgar
Submitted (2021)

Effects of mobility and multi-seeding on the propagation of the COVID-19 in Spain

Mattia Mazzoli; David Mateo; Alberto Hernando; Sandro Meloni; Jose J. Ramasco
Submitted (2021)

Framing in multiple public goods games and donation to charities

Cardoso, Felipe M; Meloni, Sandro; Gracia-Lázaro, Carlos; Antonioni, Alberto; Cuesta, José A; Sánchez, Ángel; Moreno, Yamir;
Submitted (2021)

Impact of urban structure on COVID-19 spread

Aguilar,Javier;Bassolas,Aleix;Ghoshal, Gourab;Hazarie, Surendra;Kirkley,Alec;Mazzoli,Mattia;Meloni,Sandro;Mimar,Sayat;Nicosia,Vincenzo;Ramasco, Jose Javier;Sadilek, Adam;
Submitted (2021)

Origin, bifurcation structure and stability of localized states in Kerr dispersive optical cavities

Parra-Rivas, Pedro; Knobloch, Edgar; Gelens, Lendert; Gomila, Damià
submitted , (2021)

Mapping coupled time-series onto a complex network

Jamshid Ardalankia, Jafar Askari, Somaye Sheykhali, Emmanuel Haven and G. Reza Jafari
EPL 132(5), 58002 (2021)

Probing the spectral dimension of quantum network geometries.

Nokkala, Johannes; Piilo, Jyrki; Bianconi, Ginestra
Journal of Physics: Complexity 2, 015001 (2021)

Synchronization and coalescence in a dissipative two-qubit system

Cabot, Albert; Giorgi, Gian Luca; Zambrini, Roberta
Submitted (2021)

Intermittent decoherence blockade

Lorenzo, Salvatore; Longhi, Stefano; Cabot, Albert; Zambrini, Roberta; Giorgi Gian Luca
Submitted (2021)

Modeling brain reorganization after hemispherectomy

Seoane, L.; Solé, R.
Submitted (2021)

Synchronization and Non-Markovianity in open quantum systems

Karpat, G; Yalçınkaya, İ; Çakmak, B; Giorgi, G. L.; Zambrini, 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)

Synchronization and subradiance as signatures of entangling bath between superconducting qubits

Cattaneo, Marco; Giorgi, Gian Luca; Maniscalco, Sabrina; Paraoanu, Gheorghe Sorin; Zambrini, Roberta
Submitted (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.
Submitted (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 , bbaa237 (2021)

Degree irregularity and rank probability bias in network meta‐analysis

Davies, Annabel L; Galla, Tobias
Research Synthesis Methods , (1-17) (2021)

Editorial: Nonlinear dynamics and networks in sports

Buldú, Javier M; Gómez, Miguél-Ángel; Herrera-Diestra, José Luis; Martínez, Johann H
Chaos, Solitons & Fractals , (2021)

Geospatial distributions reflect temperatures of linguistic features

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

Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems

Martínez-Peña, R.; Nokkala, J.; Giorgi, G. L.; Zambrini, R.; Soriano, M. C.
Cognitive Computation , (2021)

Lagrangian betweenness: a measure of bottlenecks in dynamical systems with oceanographic examples

Ser-Giacomi, E.; Baudena, A.; Rossi, M. Follows, V., Vasile, R.; Lopez, C.; Hernandez-Garcia, E.
Submitted (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)

Observation of the Eckhaus Instability in Whispering-Gallery Mode Resonators

Gomila, D.; Parra-Rivas, P.; Colet, P.; Coillet, A.; Lin, G.; Chembo, Y.K.
submitted, (2021)

Resilience and performance of the power grid with high penetration of renewable energy sources: the Balearic Islands as a case study

Carreras, Benjamin A.; Colet, Pere; Reynolds-Barredo, José M.; Gomila, Damià
Submitted (2021)

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