CM
Cristina Masoller
nlin.CDphysics.data-anq-bio.NCnlin.AOphysics.opticsModels, Neurologicalphysics.ao-phLasers, SemiconductorNonlinear Dynamicsphysics.soc-ph
On Valency
published · living versionsW_mvkanxqk·v1 · currentpublished
Quantifying sudden changes in dynamical systems using symbolic networks
with Yanhua Hong, Sarah Ayad, Francois Gustave, Stephane Barland +3
1 version
Preprints & journals
127 papers in the corpus · 1994–2026Effect of transverse and longitudinal current modulation on beam quality in broad area semiconductor lasers.42839416 · Facão, M, Oriach-Font, C, Ramos-de-Campos, J A et al.2026 · 0 citationsOptics express. 2026;34(20):37114-37127
Visibility graph-based characterization of extreme values in time series2607.25214v1 · Juliane T. Moraes, Lucas Lacasa, Cristina Masoller2026 · 0 citationsarXiv
Neural-vocal phase coupling reveals structured timing in birdsong production10.64898/2026.07.21.739824v1 · Leites, F. L., Boaretto, B. R. R., Masoller, C. et al.2026 · 3 citationsbioRxiv
Phase synchronization dynamics of two mutually coupled InP lasers in a quantum entropy source2607.11806v1 · Berta Mart'inez-Pamias, Miquel Rud'e, Cristina Masoller2026 · 0 citationsarXiv
Exploring the robustness of permutation entropy analysis to differentiate between closed-eyes and open-eyes resting states.42334334 · Gancio, Juan, López López, Natalia, Pons, Antonio J et al.2026 · 1 citationChaos (Woodbury, N.Y.). 2026;36(6)
Coherence characterization of multimode VCSELs via speckle contrast under optical feedback and bias variation.42071679 · Torres Serra, Sergi, Tiana Alsina, Jordi, Masoller, Cristina et al.2026 · 1 citationOptics express. 2026;34(7):12041-12050
Unveiling synchronization transitions in networks of coupled oscillators through persistent homology of local structures.41315650 · Zabaleta-Ortega, Álvaro, Masoller, Cristina, Guzmán-Vargas, Lev2025 · 0 citationsScientific reports. 2025;15(1):42772
Photonic neuromorphic computing using symmetry-protected zero modes in coupled nanolaser arrays.41102202 · Ji, Kaiwen, Tirabassi, Giulio, Masoller, Cristina et al.2025 · 6 citationsNature communications. 2025;16(1):9203
Identifying and Anticipating the Threshold Bifurcation of a Complex Laser with Permutation Entropy.40952223 · Gancio, Juan, Masoller, Cristina, Marconi, Mathias2025 · 5 citationsPhysical review letters. 2025;135(9):093802
Distinguishing dynamical regimes in a semiconductor laser with optical feedback by using event-detection methods.40748708 · Duque-Gijón, María, Masoller, Cristina, Tiana-Alsina, Jordi2025 · 2 citationsChaos (Woodbury, N.Y.). 2025;35(8)
Experimental and theoretical study of optical frequency combs in gain-switched Discrete Mode Lasers under optical injection into suppressed longitudinal modes.40798358 · Plaza-Vas, Daniel, Duque-Gijón, María, Masoller, Cristina et al.2025 · 0 citationsOptics express. 2025;33(13):28366-28377
Structural roles and gender disparities in corruption networks.40269032 · Pessa, Arthur A B, Martins, Alvaro F, Prates, Mônica V et al.2025 · 6 citationsScientific reports. 2025;15(1):14201
Quantifying wave propagation in a chain of FitzHugh-Nagumo neurons.40030067 · Messee Goulefack, L, Masoller, C, Yamapi, R et al.2025 · 2 citationsChaos (Woodbury, N.Y.). 2025;35(3)
Noise-induced Extreme Events in Hodgkin-Huxley Neural Networks2502.19565v1 · Bruno R. R. Boaretto, Elbert E. N. Macau, Cristina Masoller2025 · 12 citationsChaos, Solitons & Fractals, Volume 194, May 2025, 116133
Point process analysis of geographical diffusion of news in Argentina.39812483 · García, L L, Tirabassi, G, Masoller, C et al.2025 · 5 citationsChaos (Woodbury, N.Y.). 2025;35(1)
Effect of current modulation on the coherence of a semiconductor laser with optical feedback.40514847 · Gijón, María Duque, Masoller, Cristina, Tiana-Alsina, Jordi2025 · 4 citationsOptics express. 2024;32(20):34721-34731
Editorial: Reviews in networks in the brain system.38840903 · Masoller, Cristina, Lehnertz, Klaus, Goodfellow, Marc et al.2024 · 0 citationsFrontiers in network physiology. 2024;4:1403698
Basin entropy as an indicator of a bifurcation in a time-delayed system.38717408 · Tarigo, Juan P, Stari, Cecilia, Masoller, Cristina et al.2024 · 8 citationsChaos (Woodbury, N.Y.). 2024;34(5)
Characterizing the spike timing of a chaotic laser by using ordinal analysis and machine learning.38558042 · Boaretto, Bruno R R, Macau, Elbert E N, Masoller, Cristina2024 · 9 citationsChaos (Woodbury, N.Y.). 2024;34(4)
Permutation entropy analysis of EEG signals for distinguishing eyes-open and eyes-closed brain states: Comparison of different approaches.38598676 · Gancio, Juan, Masoller, Cristina, Tirabassi, Giulio2024 · 20 citationsChaos (Woodbury, N.Y.). 2024;34(4)
Timing jitter reduction in semiconductor lasers induced by optical injection.37910726 · Duque Gijón, María, Quirce, Ana, Tiana-Alsina, Jordi et al.2023 · 3 citationsOptics letters. 2023;48(21):5655-5658
Topological data analysis of the synchronization of a network of Rössler chaotic electronic oscillators.37921586 · Zabaleta-Ortega, A, Masoller, C, Guzmán-Vargas, L2023 · 5 citationsChaos (Woodbury, N.Y.). 2023;33(11)
Quantifying the synchronization of the spikes emitted by coupled lasers.37433656 · Tiana-Alsina, Jordi, Masoller, Cristina2023 · 4 citationsChaos (Woodbury, N.Y.). 2023;33(7)
Experimental study of spatial and temporal coherence in a laser diode with optical feedback.37381280 · Duque Gijón, María, Masoller, Cristina, Tiana-Alsina, Jordi2023 · 10 citationsOptics express. 2023;31(13):21954-21961
Diffusion capacity of single and interconnected networks.37072418 · Schieber, Tiago A, Carpi, Laura C, Pardalos, Panos M et al.2023 · 23 citationsNature communications. 2023;14(1):2217
Parameter and coupling estimation in small networks of Izhikevich's neurons.37097937 · Aristides, R P, Pons, A J, Cerdeira, H A et al.2023 · 5 citationsChaos (Woodbury, N.Y.). 2023;33(4)
Abrupt transition from low-coherence to high-coherence radiation in a semiconductor laser with optical feedback.36785368 · Duque Gijón, María, Masoller, Cristina, Tiana-Alsina, Jordi2023 · 9 citationsOptics express. 2023;31(3):3857-3864
Entropy-based early detection of critical transitions in spatial vegetation fields.36580594 · Tirabassi, Giulio, Masoller, Cristina2023 · 25 citationsProceedings of the National Academy of Sciences of the United States of America. 2023;120(1):e2215667120
What Models and Tools can Contribute to a Better Understanding of Brain Activity?36926061 · Goodfellow, Marc, Andrzejak, Ralph G, Masoller, Cristina et al.2024 · 13 citationsFrontiers in network physiology. 2022;2:907995
Perspectives on the importance of complex systems in understanding our climate and climate change-The Nobel Prize in Physics 2021.35649980 · Gupta, Shraddha, Mastrantonas, Nikolaos, Masoller, Cristina et al.2022 · 12 citationsChaos (Woodbury, N.Y.). 2022;32(5):052102
20 years of ordinal patterns: Perspectives and challenges2204.12883v1 · Inmaculada Leyva, Johann Martinez, Cristina Masoller et al.2022 · 52 citationsEPL138, 31001 (2022)
Time crystal dynamics in a weakly modulated stochastic time delayed system.35318359 · Tiana-Alsina, Jordi, Masoller, Cristina2022 · 8 citationsScientific reports. 2022;12(1):4914
Dynamics of a semiconductor laser with feedback and modulation: experiments and model comparison.35299371 · Tiana-Alsina, Jordi, Masoller, Cristina2022 · 5 citationsOptics express. 2022;30(6):9441-9449
Image classification using collective optical modes of an array of nanolasers2202.05171v1 · Giulio Tirabassi, Ji Kaiwen, Cristina Masoller et al.2022 · 10 citationsarXiv
Inferring the connectivity of coupled chaotic oscillators using Kalman filtering.34789794 · Forero-Ortiz, E, Tirabassi, G, Masoller, C et al.2021 · 8 citationsScientific reports. 2021;11(1):22376
Permutation entropy analysis of the output of a laser diode under stimulated Brillouin scattering optical feedback.34615106 · Quintero-Rodríguez, Leidy Johana, Zaldívar-Huerta, Ignacio Enrique, Hong, Yanhua et al.2021 · 8 citationsOptics express. 2021;29(17):26787-26792
Evaluating Temporal Correlations in Time Series Using Permutation Entropy, Ordinal Probabilities and Machine Learning.34441165 · Boaretto, Bruno R R, Budzinski, Roberto C, Rossi, Kalel L et al.2021 · 8 citationsEntropy (Basel, Switzerland). 2021;23(8)
Discriminating chaotic and stochastic time series using permutation entropy and artificial neural networks.34349134 · Boaretto, B R R, Budzinski, R C, Rossi, K L et al.2021 · 39 citationsScientific reports. 2021;11(1):15789
Fast and effective pseudo transfer entropy for bivariate data-driven causal inference.33875707 · Silini, Riccardo, Masoller, Cristina2021 · 44 citationsScientific reports. 2021;11(1):8423
Testing Critical Slowing Down as a Bifurcation Indicator in a Low-Dissipation Dynamical System.33034502 · Marconi, M, Métayer, C, Acquaviva, A et al.2020 · 31 citationsPhysical review letters. 2020;125(13):134102
Control of coherence resonance in multiplex neural networks2009.09830v1 · M. Masoliver, C. Masoller, A. Zakharova2020 · 34 citationsarXiv
Symbolic analysis of bursting dynamical regimes of Rulkov neural networks2005.03430v1 · R. C. Budzinski, S. R. Lopes, C. Masoller2020 · 16 citationsarXiv
Neuronal Transmission of Subthreshold Periodic Stimuli Via Symbolic Spike Patterns.33286297 · Masoliver, Maria, Masoller, Cristina2024 · 3 citationsEntropy (Basel, Switzerland). 2020;22(5)
Remote recovery of audio signals from videos of optical speckle patterns: a comparative study of signal recovery algorithms.32225490 · Barcellona, Concetta, Halpaap, Donatus, Amil, Pablo et al.2020 · 16 citationsOptics express. 2020;28(6):8716-8723
Inferring the connectivity of coupled oscillators and anticipating their transition to synchrony through lag-time analysis2001.08195v1 · Inmaculada Leyva, Cristina Masoller2020 · 5 citationsChaos, Solitons and Fractals 133 (2020) 109604
Characterizing signal encoding and transmission in class I and class II neurons via ordinal time-series analysis.32013495 · Estarellas, C, Masoliver, M, Masoller, C et al.2020 · 11 citationsChaos (Woodbury, N.Y.). 2020;30(1):013123
Experimental characterization of the speckle pattern at the output of a multimode optical fiber.31684536 · Halpaap, Donatus, Tiana-Alsina, Jordi, Vilaseca, Meritxell et al.2019 · 8 citationsOptics express. 2019;27(20):27737-27744
Network-based features for retinal fundus vessel structure analysis.31344132 · Amil, Pablo, Reyes-Manzano, Cesar F, Guzmán-Vargas, Lev et al.2020 · 8 citationsPloS one. 2019;14(7):e0220132
Topological data analysis of high resolution diabetic retinopathy images.31125372 · Garside, Kathryn, Henderson, Robin, Makarenko, Irina et al.2020 · 52 citationsPloS one. 2019;14(5):e0217413
Neuronal coupling benefits the encoding of weak periodic signals in symbolic spike patterns1905.01933v1 · Maria Masoliver, Cristina Masoller2019 · 11 citationsarXiv
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