Assessing time series irreversibility through micro-scale trends

Zanin, Massimiliano
Chaos: An Interdisciplinary Journal of Nonlinear Science 31, 103118 (2021)

Unveiling the role of plasticity rules in reservoir computing

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

Metastable quantum entrainment

Cabot, Albert; Giorgi, Gian Luca; Zambrini, Roberta
New Journal of Physics 23, 103017 (2021)

Household networks and bubbling: insights from percolation theory

Ellen Brooks-Pollock; Lucas Lacasa; Leon Danon
Philosophical Transactions of the Royal Society B 376: 20200284 (2021) 376, (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)

Estimates of regional infectivity of COVID-19 in the United Kingdom following imposition of social distancing measures

Robert Challen; Krasimira Tsaneva; Martin Pitt; Tom Edwards; Luke Gompels; Lucas Lacasa; Ellen Brooks-Pollock; Chris Martin; Gareth Griffith; Leon Danon
Phil. Trans. Roy. Soc. B 376: 20200280 (2021) 376, (2021)


Zambrini, Roberta; Rius, Gemma (Topic coordinators)
, Editorial CSIC (2021)

Un mundo nuevo allí abajo

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

Experimentally Detecting Quantized Zak Phases without Chiral Symmetry in Photonic Lattices

Jiao, Zhi-Qiang; Longhi, Stefano; Wang, Xiao-Wei ; Gao, Jun; Zhou, Wen-Hao ; Wang, Yao ; Fu, Yu-Xuan ; Wang, Li; Ren, Ruo-Jing; Qiao, Lu-Feng; Jin, Xian-Min
Physical Review Letters 127, 147401 (1-7) (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)

Engineering dissipation with resistive elements in circuit quantum electrodynamics

Cattaneo, Marco; Paraoanu, Gheorghe Sorin
Advanced Quantum Technologies 4, 2100054 (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)

Assessing blackout risk with high penetration of variable renewable energies

Carreras, Benjamin A.; Colet, Pere; Reynolds-Barredo, José M.; Gomila, Damià
IEEE Access 9, 132663-132674 (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)

Non-Hermitian skin effect beyond the tight-binding models

Longhi, Stefano
Physical Review B 104, 125109 (1-11) (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)

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)

Curvature effects and radial homoclinic snaking

Gomila, Damià; Knobloch, Edgar
IMA Journal of Applied Mathematics 86, 1094-1111 (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 86, 856-895 (2021)

Fabry–Pérot interferometry with gate-tunable 3D topological insulator nanowires

Osca, Javier; Moors, Kristof, Sorée, Bart, Serra, Llorenç
Nanotechnology 32, 435002 (1-14) (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)

Asymmetric arms maximize visibility in hot-electron interferometers

Clarissa J Barratt, Sungguen Ryu, Lewis A Clark, H-S Sim, Masaya Kataoka, Clive Emary
Physical Review B 104, 035436 (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 , 1-69 (2021)

Path Laplacians versus fractional Laplacians as nonlocal operators on networks

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

Standard and inverse site percolation of straight rigid rods on triangular lattices: Isotropic and perfectly oriented deposition and removal

Ramirez, Lucia Soledad; Pasinetti, Pedro Marcelo; Lebrecht, Walter; Ramirez-Pastor, Antonio Jose

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)

Stochastic entropies and fluctuation theorems for a generic 1D KPZ system: internal and external dynamics

M.A. Rodriguez, R. Gallego & H.S. Wio
Europhysics Letters 136, 7 pages (2021)

Stochastic entropies and fluctuation theorems for a generic 1D KPZ system: internal and external dynamics

M.A. Rodriguez, R. Gallego & H.S. Wio
Europhysics Letters 136, 7 pages (2021)

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