Publications
In this section, you can find my past and recent research and teaching publications, as well as current pre-prints of the upcoming articles I am involved.
BOOKS
P. Torterolo, J. González, S. Castro-Zaballa, M. Cavelli, A. Mondino, C. Pascovich, N. Rubido, E. Murillo-Rodríguez, and G. Vanini, "Polysomnography in humans and animal models: basic procedures and analysis", Chapter 2, pp 17-32, in Methodological Approaches for Sleep and Vigilance Research (2021). DOI: 10.1016/C2020-0-01745-7
N. Rubido, Energy Transmission and Synchronization in Complex Networks, (Springer, pp. 117, 2015). DOI: 10.1007/978-3-319-22216-5 (SpringerLink eBook web data: 2.3k book downloads up to 2020)
Special Issue - Editorials
2020
"Advancing Our Understanding of Structure and Function in the Brain: Developing Novel Approaches for Network Inference and Emergent Phenomena", Frontiers in Physics 8, 570 (2020).
2019
"Dynamics Days Latin America and the Caribbean 2018", Math. Comput. Appl. 24 (2019).
ARTICLES (Citations @ResearchGate: 660, h-index: 16, i10-index: 21)
2024
J. Gancio and N. Rubido, "Lyapunov exponents and extensivity of strongly coupled chaotic maps in regular graphs ", Chaos, Solitons & Fractals 178, 114392 (2024) [open access]
S. Moguilner, S. Baez, et al., "Brain clocks capture diversity and disparity in aging and dementia", Nature Medicine, in press (2024) [BrainLat & EuroLAD-EEG consortium]
H. Hernandez, S. Baez, et al., "Brain health in diverse settings: How age, demographics and cognition shape brain function", NeuroImage 295, 120636 (2024) [BrainLat & EuroLAD-EEG consortium]
C. Pascovich, D. Serantes, A. Rodriguez, D. Mateos, J. González, D. Gallo, M. Rivas, A. Devera, P. Lagos, N. Rubido, and P. Torterolo, "Dorsal and Median Raphe neuronal firing dynamics characterised by non-linear metrics", PLoS Computational Biology 20(5), e1012111 (2014).
N. Rubido and V. Vuksanovic, "Dynamic functional networks in Alzheimer's disease, mild-cognitive impairment, and healthy ageing", in preparation.
C. Gutiérrez, C. Cabeza, and N. Rubido, "Non-trivial generation and transmission of information in electronically designed logistic-map networks", in preparation.
2023
N. Rubido, G. Riedel, and V. Vuksanovic, "Genetic basis of anatomical asymmetry and aberrant dynamic functional networks in Alzheimer's disease", Brain Communications 6(1), fcad320 (2023) [open access]
N. Díaz, M. Barreiro, and N. Rubido, "Data Driven Models of the Madden-Julian Oscillation: understanding its evolution and ENSO modulation", NPJ Climate and Atmospheric Science 6, 203 (2023) [open access]
J. González, M. Cavelli, Adriano B. L. Tort, P. Torterolo, and N. Rubido, "Sleep disrupts complex spiking dynamics in the neocortex and hippocampus", PLoS ONE 18(8), e0290146 (2023) [open access]
M. Martínez, L. Velázquez, L. De León, G. Avellanal, A. Duarte, M. Anzíbar, J. Baranger, M. Calero, N. Rubido, M. Tanter, C. Negreira, J. Brum, J. P. Damián, and A. Kun, "In vivo ultrafast Doppler imaging combined with confocal microscopy and behavioral approaches to gain insight into the central expression of Peripheral Neuropathy in Trembler-J Mice", MDPI Biology 12(10), 1324(15) (2023) [open access]
2022
J. Gancio and N. Rubido, "Critical parameters of the synchronisation's stability for coupled maps in regular graphs", Chaos, Solitons & Fractals 158, 112001 (2022) [available at https://arxiv.org/abs/2201.07633]
M. Anzíbar, M. Martínez, L. Velázquez, M. Calero, M. Tanter, C. Negreira, N. Rubido, A. Kun, and J. Brum, "Intensity distribution segmentation in Ultrafast Doppler and Scanning Laser Confocal Microscopy for assessing vascular changes associated with ageing in murine hippocampi", Sci. Rep. 12, 6784 (2022) [open access]
J. González, D. M. Mateos, M. Cavelli, A. Mondino, C. Pascovich, P. Torterolo, and N. Rubido, "Low Frequency Oscillations drive EEG's complexity changes during wakefulness and sleep", Neuroscience 494, 1-11 (2022) [open access]
A. M. M. M. Gouvêa, N. Rubido, E. E. N. Macau, and M. Quiles, "Importance of Numerical Implementation and Clustering Analysis in Force-Directed Algorithms for Accurate Community Detection", Applied Mathematics and Computation 431, 127310 (2022) [open access]
N. Díaz, M. Barreiro, and N. Rubido, "The distinct influence of two Madden-Julian’s trajectory classes on the South American Dipole", Journal of Climate 35(21), 3487-3501 (2022) [open access]
2021
C. Gutiérrez, J. Gancio, C. Cabeza, and N. Rubido, "Finding the Resistance Distance and Eigenvector Centrality from the Network's Eigenvalues", Physica A 569, 125751 (2021) [available at https://arxiv.org/abs/2005.00452]
J. González, M. Cavelli, S. Castro Zaballa, A. Mondino, Adriano B. L. Tort, N. Rubido, I. Cabrebra, and P. Torterolo, "EEG gamma band alterations and REM-like traits underpin the acute effect of the atypical psychedelic Ibogaine in the rat", ACS Pharmacology & Translational Science, 4(2), 517-525 (2021) [available at https://www.biorxiv.org/content/10.1101/2020.06.25.172304v1]
J. Gancio and N. Rubido, "Community Detection by Resistance Distance: Automation and Benchmark Testing". In: Benito, R.M., Cherifi, C., Cherifi, H., Moro, E., Rocha, L.M., Sales-Pardo, M. (eds) Complex Networks & Their Applications X. Studies in Computational Intelligence, vol 1015. Springer, Cham. [available at https://arxiv.org/abs/2111.04438]
2020
R. A. García, A. C. Martí, C. Cabeza, and N. Rubido, “Small-worldness favours network inference in synthetic neural networks”, Sci. Rep. 10, 2296 (2020). [open access]
J. González, M. Cavelli, A. Mondino, N. Rubido, A. B. L. Tort, and P. Torterolo, “Communication through coherence by means of cross-frequency coupling”, Neuroscience 449, 157-164 (2020) [available at https://www.biorxiv.org/content/10.1101/2020.03.09.984203v1].
N. Díaz, M. Barreiro, and N. Rubido, “Intraseasonal Predictions for the South American Rainfall Dipole”, Geophys. Res. Lett. 47(21), e2020GL089985 (2020) [available at https://www.essoar.org/doi/10.1002/essoar.10503833.1].
C. Gutiérrez, C. Cabeza, and N. Rubido, “Observation of bifurcations and hysteresis in experimentally coupled logistic maps”, Pramana J. Phys. 3(1), 21-30 (2020) [available at https://arxiv.org/abs/2006.11378].
J. González, M. Cavelli, A. Mondino, C. Pascovich, S. Castro Zaballa, N. Rubido, and P. Torterolo, “Electrocortical temporal complexity during wakefulness and sleep: an updated account”, Sleep Science 13, 47-50 (2020) [available at https://www.biorxiv.org/content/10.1101/2020.02.20.958462v1].
2019
J. Gonzalez, M. Cavelli, A. Mondino, C. Pascovich, S. Castro Zaballa, A. Falconi, P. Torterolo, and N. Rubido, "Decreased electrocortical temporal complexity distinguishes sleep from wakefulness", Sci. Rep. 9, 18457 (2019). [open access]
M. Cavelli, S. Castro-Zaballa, J. Gonzalez, D. Rojas-Líbano, N. Rubido, N. Velásquez, and P. Torterolo, "Nasal respiration entrains neocortical long-range gamma coherence during wakefulness", Eur. J. Neurosci. 51(6), 1463-1477 (2019) [available at https://www.biorxiv.org/content/early/2018/09/29/430579].
A. Margolis, A. López-Arredondo, S. García, N. Rubido, C. Caminada, D. González, and L. Tansini, "Social learning in large online audiences of health professionals: Improving dialogue with automated tools", AMEE MedEdPublish 8(1), 55 (2019). [open access]
S. García, A. López-Arredondo, N. Rubido, P. Massaferro, and A. Margolis, "Professional networks in online learning processes", CEUR Workshop Proceedings: Lala 2019 conference (2019). [open access]
2018
N. Rubido and C. Masoller, "Impact of lag information on network inference", Eur. Phys. J. Spec. Top. 227(10), 1243–1250 (2018) [available at https://arxiv.org/abs/1807.09636].
N. Rubido, C. Grebogi, and M. S. Baptista, "Entropy-based Generating Markov Partitions for Complex Systems", Chaos 28(3), 033611 (2018) [available at https://arxiv.org/abs/1711.09072]. Highlighted by Phys.org
2017
N. Rubido, C. Grebogi, and M. S. Baptista, "Interpreting Physical Flows in Networks as a Communication System", Pramana J. Phys. 1, 17-23 (2017) [available at https://arxiv.org/abs/1705.05287].
N. Rubido, C. Grebogi, and M. S. Baptista, "General analytical solutions for DC/AC circuit network analysis", Eur. Phys. J. Spec. Top. 226(9), 1829-1844 (2017) [open access, and available at http://arxiv.org/abs/1405.1739].
2016
M. G. Quiles, E. E. N. Macau, and N. Rubido, "Dynamical detection of network communities", Sci. Rep. 6, 25570 (2016) [open access].
E. Bianco-Martínez, N. Rubido, C. G. Antonopoulos, and M. S. Baptista, "Successful network inference from time-series data using mutual information rate", Chaos 26(4), 043102 (2016) [open access and available at http://arxiv.org/abs/1603.05825].
A. L'Her, P. Amil, N. Rubido, A. C. Martí, and C. Cabeza, "Electronically implemented coupled logistic maps", Eur. Phys. J. B 89(3), 1-8 (2016) [available at http://arxiv.org/abs/1512.08947]. Highlight EPJ B
2015
C. Wang, N. Rubido, C. Grebogi, and M. S. Baptista, "Approximate solution for frequency synchronisation in a finite-size Kuramoto model", Phys. Rev. E 92(6), 062808 (2015) [available at http://arxiv.org/abs/1509.04244].
2014
N. Rubido, A. C. Martí, E. Bianco-Martínez, C. Grebogi, M. S. Baptista, and C. Masoller, "Exact detection of direct links in networks of interacting dynamical units", New J. Phys. 16, 093010 (2014) [open access and available at http://arxiv.org/abs/1403.4839].
R. García, N. Rubido, A. C. Martí, and C. Cabeza, "The role of intermediaries in the synchronisation of pulse-coupled oscillators", Eur. Phys. J. Spec. Top. 223, 1-11 (2014) [available at http://arxiv.org/abs/1409.1067].
Pedro H. J. Nardelli, Nicolás Rubido, Chengwei Wang, Murilo S. Baptista, Carlos Pomalaza-Raez, Paulo Cardieri, and Matti Latva-aho, "Models for the modern power grid", Eur. Phys. J. Spec. Top. 10, 1-15 (2014). [available at http://arxiv.org/abs/1401.0260].
N. Rubido, "Stochastic dynamics and the noisy Brusselator behaviour" [available at http://arxiv.org/abs/1405.0390].
2013
N. Rubido, C. Grebogi, and M. S. Baptista, "Resiliently evolving supply-demand networks", Phys. Rev. E 89, 012801 (2014) [open access and available at: http://arxiv.org/abs/1309.0761].
C. Cabeza, N. Rubido, and A. C. Martí, "Learning Physics in a Water Park", Phys. Educ. 49, 187-194 (2014).
A. Aragoneses, N. Rubido, J. Tiana-Alsina, M. C. Torrent, and C. Masoller, "Distinguishing signatures of determinism and stochasticity in spiking complex systems", Sci. Rep. 3, 1778 (2013) [open access].
N. Rubido, C. Grebogi, and M. S. Baptista, "Structure and function in flow networks", Europhys. Lett. 101(6), 68001 (2013) [open access and available at: http://arxiv.org/abs/1301.2604].
2011
N. Rubido, J. Tiana-Alsina, M. C. Torrent, J. García-Ojalvo, and C. Masoller, "Language organization and temporal correlations in the spiking activity of an excitable laser: Experiments and model comparison", Phys. Rev. E 84(2), 026202 (2011).
N. Rubido, C. Cabeza, S. Kahan, G. M. Ramírez Ávila, and A. C. Martí, "Scaling Laws in the Transient Dynamics of Firefly-like Oscillators", J. Phys.: Conf. Ser. 285(1), 012026 (2011).
N. Rubido, C. Cabeza, S. Kahan, G. M. Ramírez Ávila, and A. C. Martí, "Synchronization regions of two pulse-coupled electronic piecewise linear oscillators", Eur. Phys. J. D 62(1), 51-56 (2011).
2009
Nicolás Rubido, Cecilia Cabeza, Arturo C. Martí and Gonzalo Marcelo Ramírez Ávila, "Experimental results on synchronization times and stable states in locally coupled light-controlled oscillators", Phil. Trans. R. Soc. A 367(1901), 3267-3280 (2009).