Unveiling the role of plasticity rules in reservoir computing

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

Coordination and equilibrium selection in games: the role of local effects

Raducha, Tomasz; San Miguel, Maxi
Submitted (2021)

Information Processing Capacity of a Single-Node Reservoir Computer: An Experimental Evaluation

Vettelschoss, Benedikt; Röhm, André; Soriano, Miguel C.
IEEE Transactions on Neural Networks and Learning Systems , (2021)

Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact

Mazzoli, Mattia; Pepe, Emanuele; Mateo, David ; Cattuto, Ciro; Gauvin, Laetitia ; Bajardi, Paolo; Tizzoni, Michele; Hernando, Alberto ; Meloni, Sandro; Ramasco, Jose J.
PLoS Computational Biology 17, e1009326 (2021)

Redes matemáticas para entender conflictos sociales

Ernesto Estrada
El Pais, , (2021)

Scattering of topological kink-antikink states in bilayer graphene structures

Benchtaber, N.; Sánchez, D.; Serra, L.
Physical Review B 104, 155303 (1-9) (2021)

Hubs-biased resistance distances on graphs and networks

Ernesto Estrada and Delio Mugnolo
Journal of Mathematical Analysis and Applications 507, 125728 (1-22) (2021)

Un mundo nuevo allí abajo

Sánchez, D.
The Conversation, , Oct 3 (2021)

The spectrum of early career physics

Feng, Chao-Hui; Moravec, Emily; Nanut, Tara; Raducha, Tomasz; Reshef, Orad; Sivakumar, Chandrasekar; Williams, LaNell A.
Nature Reviews Physics , (2021)

Microring resonators with external optical feedback for time delay reservoir computing

Donati, Giovanni; Mirasso, Claudio R.; Mancinelli, Mattia; Pavesi, Lorenzo; Argyris, Apostolos
Submitted (2021)

Characteristic signatures of Northern Hemisphere blocking events in a Lagrangian flow network representation of the atmospheric circulation

Ehstand, Noémie; Donner, Reik; López, Cristóbal; Hernández-García, Emilio
Chaos 31, 093128 (1-10) (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)

Survival and Extreme Statistics of Work in Steady-State Heat Engines

Manzano, Gonzalo; Roldán, Édgar
Submitted (2021)

Analog information processing with time-multiplexed optoelectronic systems

Goldmann, Mirko; Fischer, Ingo; Soriano, Miguel C.
Emerging Topics in Artificial Intelligence (ETAI) 2021, International Society for Optics and Photonics, 11804, 118041X (2021)

Quantum reservoir computing in bosonic networks

Mujal, Pere; Nokkala, Johannes; Martinez-Peña, Rodrigo; García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Emerging Topics in Artificial Intelligence (ETAI) 2021, SPIE, International Society for Optics and Photonics, 11804, 20-29 (2021)

Dynamical phase transitions in quantum reservoir computing

Martínez-Peña, Rodrigo; Giorgi, Gian Luca; Nokkala, Johannes; Soriano, Miguel C.; Zambrini, Roberta
Physical Review Letters 127, 100502 (1-7) (2021)

Boosting the output power of large-aperture lasers by breaking their circular symmetry

Brejnak, A.; Gębski, M.; Sokół, A. K.; Marciniak, M.; Wasiak, M.; Muszalski, J.; Lott, J. A.; Fischer, I.; Czyszanowski, T.
Optica 8 (9), 1167-1175 (2021)

High-Performance Reservoir Computing With Fluctuations in Linear Networks

Nokkala, Johannes; Martínez-Peña, Rodrigo; Zambrini, Roberta; Soriano, Miguel C.
IEEE Transactions on Neural Networks and Learning Systems , (2021)

Deep neural networks using a single neuron: folded-in-time architecture using feedback-modulated delay loops

Stelzer, Florian; Röhm, Andre; Vicente, Raul; Fischer, Ingo; Yanchuk, Serhiy
Nature Communications 12, 5164 (1-10) (2021)

Network and geometric characterization of three-dimensional fluid transport between two layers

de la Fuente, Rebeca; Drótos, Gábor; Hernández-Garcı́a, Emilio; López, Cristóbal
Submitted (2021)

The AIMe registry for artificial intelligence in biomedical research

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

Ordinal patterns-based methodologies for distinguishing chaos from noise in discrete time series

Zanin, Massimiliano; Olivares, Felipe
Communications Physics 4, 190 (2021)

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

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

Curvature effects and radial homoclinic snaking

Gomila, Damià; Knobloch, Edgar
IMA Journal of Applied Mathematics , hxab028 (2021)

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

Ser-Giacomi, E.; Baudena, A.; Rossi, V.; Follows, M.; Clayton, S.; Vasile, R.; Lopez, C.; Hernandez-Garcia, E.
Nature Communications 12, 4935 (1-14) (2021)

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

Parra-Rivas, Pedro; Knobloch, Edgar; Gelens, Lendert; Gomila, Damià
IMA Journal of Applied Mathematics , hxab031 (2021)

Reservoir Computing: Theory, Physical Implementations, and Applications

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

Un nuevo demonio de Maxwell

Manzano, Gonzalo
Investigación y Ciencia (Scientific American), 539, 12-14 (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)

Time-Delay Identification Using Multiscale Ordinal Quantifiers

Soriano, Miguel C.; Zunino, Luciano
Entropy 23, 969 (2021)

Human mobility: data analysis, theory and models

Mazzoli, Mattia (Advisors: Colet, Pere and Ramasco, Jose J.)
PhD Thesis (2021)

Exploiting transient dynamics of a time-multiplexed reservoir to boost the system performance

Goldmann, Mirko; Mirasso, Claudio R.; Fischer, Ingo; Soriano, Miguel C.
International Joint Conference on Neural Networks 2021, IEEE Computational Intelligence Society, International Neural Network Society, , (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)

The many facets of the Estrada indices of graphs and networks

Estrada, Ernesto
SEMA Journal , (2021)

Where to cut to delay a pandemic with minimum disruption? Mathematical analysis based on the SIS model

Barthesaghi, Paolo; Estrada, Ernesto
Mathematical Models and Methods in the Applied Sciences , (2021)

Path Laplacians versus fractional Laplacians as nonlocal operators on networks

Estrada, Ernesto
New Journal of Physics 073049, (2021)

Inferring work by quantum superposing forward and time-reversal evolutions

Rubino, Giulia; Manzano, Gonzalo; Rozema, Lee A.; Walther, Philip; Parrondo, Juan M. R.; Brukner, Časlav
Submitted (2021)

Cambio de la criticidad en modelos epidemicos debido al confinamiento

Garcia Lozano, Jaime (Tesis de fin de grado, supervisor: Ramasco, Jose J)
Tesis de fin de grado (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)

Opportunities in Quantum Reservoir Computing and Extreme Learning Machines

Mujal, Pere; Martínez-Peña, Rodrigo; Nokkala, Johannes; García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Advanced Quantum Technologies , 2100027 (2021)

Collective effects on the performance and stability of quantum heat engines

Souza, Leonardo S.; Manzano, Gonzalo; Fazio, Rosario;Iemini,Fernando
Submitted (2021)

Keep it local and bird-friendly - Social acceptance of wind energy in Switzerland, Estonia and Ukraine

Pascal Vuichard, Anna Ebers Broughel, Andrea Tabi, Rolf Wüstenhagen
Submitted (2021)

Synchronization and Non-Markovianity in open quantum systems

Karpat, G; Yalçınkaya, İ; Çakmak, B; Giorgi, G. L.; Zambrini, R
Physical Review A 103, 062217 (1-10) (2021)

Intermittent decoherence blockade in a chiral ring environment

Lorenzo, Salvatore; Longhi, Stefano; Cabot, Albert; Zambrini, Roberta; Giorgi Gian Luca
Scientific Reports 11, 12834 (1-10) (2021)

Trends in Incidence and Transmission Patterns of COVID-19 in Valencia, Spain

Carolina Romero García; Adina Iftimi; Álvaro Briz-Redón; Massimiliano Zanin; Maria Otero; Mayte Ballester; José de Andrés; Giovanni Landoni; Dolores de las Marinas; Juan Carlos Catalá Bauset; Jesus Mandingorra
JAMA Network Open 4, e2113818 (2021)

Comment on "Steady-State Coherences by Composite System-Bath Interactions"

Cattaneo, Marco; Manzano, Gonzalo
Submitted (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)

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