Publications

Comparison of photonic reservoir computing systems for fiber transmission equalization

Argyris, A.; Cantero, J.; Galletero, M.; Pereda, E.; Mirasso, C. R.; Fischer, I.; Soriano, M. C.
IEEE Journal of Selected Topics in Quantum Electronics 26, 5100309 (2020)

Inferring correlations associated to causal interactions in brain signals using autoregressive models

López Madrona, V.; Matias, F; Mirasso, C. R., Canals, S.; Pereda, E.
Submitted (2019)

Constructive role of plasticity rules in reservoir computing

Barrios, Guillermo (Supervisors: Miguel C. Soriano, Claudio Mirasso)
Master Thesis (2019)

Data analysis and modeling of patient flow in emergency services in hospitals

Perelló, Joan (Supervisors: Raul Toral, Claudio Mirasso)
Master Thesis (2019)

Exploring the Phase-Locking Mechanisms Yielding Delayed and Anticipated Synchronization in Neuronal Circuits

Dalla Porta, L.; Matias, F. S.; dos Santos, A. J.; Alonso, A.; Carelli, P. V.; Copelli, M.; Mirasso, C. R.
Frontiers in Systems Neuroscience 13, 41 (2019)

Anticipation via canards in excitable systems

Koksal Ersoz, Elif; ,Desroches, Mathieu; Mirasso, Claudio R.; and Rodrigues, Sera fim
Chaos 29, 013111 (2019)

Automated real-time method for ventricular heartbeat classification

Ortín, Silvia; Soriano, Miguel C.; Alfaras, Miquel; Mirasso, Claudio R.
Computer Methods and Programs in Biomedicine 169, 1-8 (2019)

A Neuro-Inspired System for Online Learning and Recognition of Parallel Spike Trains, Based on Spike Latency, and Heterosynaptic STDP

Susi, G.; Tioro, L.; Canuet, L., López, M. A., Maestú, F.; Mirasso, C. R. and Pereda, E.
Frontiers in Neuroscience 12, 780 (2018)

Application of a neural mass model to study phase-amplitude coupling

Óscar Gómez Fontana (Supervisor Claudio Mirasso)
Master Thesis (2018)

La Emulación del Cerebro

Mirasso, C; Pereda, E.; Maestu, F.; Vicente, R.
, RBA Editores (2018)

High frequency neurons determine effective connectivity in neuronal networks

Pariz, A.; Esfahani Z. G.; Parsi, S. S.; Valizadeh, A.; Canals, S.; Mirasso, C. R.
Neuroimage 166, 349-359 (2018)

Synchronization in a Neural Mass Model

Alonso, Ana (Supervisor: Mirasso, C.)
Master Thesis (2017)

Anticipated and zero-lag synchronization in motifs of delay-coupled systems

Mirasso, C. R.; Carelli, P., Pereira, T.; Matias, F; Copelli, M.
Chaos 27, 114305 (2017)

Automated Detection of Epileptic Biomarkers in Resting-State Interictal MEG Data

Soriano, M. C.; Niso, G.; Clements, J.; Ortín, S.; Carrasco, S.; Gudín, M.; Mirasso, C. R.; Pereda, E.
Frontiers in Neuroinformatics 11, 43 (2017)

Anticipated synchronization in neuronal circuits unveiled by a phase response curve analysis

Matias, F.; Crelli, P., Mirasso, C.; Copelli, M.
Physical Review E 95, 052410 (2017)

On the role of the entorhinal cortex in the effective connectivity of the hippocampal formation

López-Madrona, V.; Matias,F.; Pereda, E.; Canals, S.; Mirasso, C.
Chaos 27, 047401 (2017)

Encryption key distribution via chaos synchronization

Keuninckx, L.; Soriano, M. C.; Fischer, I.; Mirasso, C. R.; Nguimdo, R. M.; Van der Sande, G.
Scientific Reports 7, 43428 (2017)

Photonic Reservoir Computing for Ultra-Fast Information Processing Using Semiconductor Lasers

Fischer, Ingo; Bueno, Julian; Brunner, Daniel; Soriano, Miguel C.; Mirasso, Claudio
Proceedings of ECOC 2016 (42nd European Conference and Exhibition on Optical Communications), VDE VERLAG GMBH (Berlin, Offenbach), 336-338 (2016)

Modeling the Entorhinal Cortex - Dentate Gyrus Circuit

Estarellas, Cristian (Supervisor: Mirasso, C.)
Master Thesis (2016)

Inhibitory loop robustly induces anticipated synchronization in neuronal microcircuits

Matias, F. S.; Gollo, L. L.; Carelli, P., Mirasso, C., Copelli, M.
Physical Review E 94, 042411 (1-8) (2016)

A symbolic information approach to determine anticipated and delayed synchronization in neuronal circuit models

Montani, F.; Rosso, O.; Matias, F. S.; Bressler, S. and Mirasso, C. R.
Philosophical Transactions of the Royal Society A 373, 20150110 (2015)

Self-Organized Near-Zero-Lag Synchronization Induced by Spike-Timing Dependent Plasticity in Cortical Populations

Matias, F. S.; Carelli, P. V.; Mirasso, C. R.; Copelli, M.
PLoS ONE 10, e0140504 (1-18) (2015)

A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron

Ortín, Silvia; Soriano, Miguel C.; Pesquera, Luis; Brunner, Daniel; San-Martín, Daniel; Fischer, Ingo; Mirasso, Claudio R.; Gutiérrez, José Manuel
Scientific Reports 5, 14945 (2015)

Digital Implementation of a Single Dynamical Node Reservoir Computer

Alomar, M. L.; Soriano, M. C.; Escalona-Moran, M.; Canals, V.; Fischer, I.; Mirasso, C. R.; Rossello, J. L.
IEEE Transactions on Circuits and Systems II: Express Briefs 62, 977-981 (2015)

Anticipated synchronization in coupled complex Ginzburg-Landau systems

Ciszak,M.;Mayol,C.;Mirasso,C.R.;Toral,R.
Physical Review E 92, 032911 (2015)

Computational Properties of Delay-Coupled Systems

Escalona Morán, Miguel Ángel (Supervisors: Claudio R. Mirasso, Miguel C. Soriano)
PhD Thesis (2015)

Time learning in one cerebellar purkinje cell

Majoral, Daniel (Supervisor: Mirasso, C. R.)
Master Thesis , (2015)

Minimal approach to neuro-inspired information processing

Soriano, M. C.; Brunner, D.; Escalona-Moran, M.; Mirasso, C. R.; Fischer, I.
Frontiers in Computational Neuroscience 9, 68 (2015)

Electrocardiogram Classification using Reservoir Computing with Logistic Regression

Escalona-Moran, M. A.; Soriano, M. C.; Fischer, I.; Mirasso, C. R.
IEEE Journal of Biomedical and Health Informatics 19, 892-898 (2015)

Nuestro cerebro es capaz de anticiparse a lo que va a pasar

Mirasso, Claudio R.
Saberes y Ciencias 34, pag. 10 (2014)

Multivariate nonlinear time-series estimation using delay-based reservoir computing

Escalona-Morán, M. A.; Soriano, M. C.; García-Prieto, J.; Fischer, I.; Mirasso, C. R.
European Physical Journal Special Topics 223, 2903-2912 (2014)

Modelling positive Granger Causality and negative phase lag between cortical areas

Matias F. S.; Gollo, L. L., Carelli, P.; Bressler, S.; Copelli, M.; Mirasso, C. R.
Neuroimage 99, 411-418 (2014)

A Photonic Brain

Fischer, I.; Mirasso, C.
International Innovation 140, May, 64-66 (2014)

Mechanisms of Zero-Lag Synchronization in Cortical Motifs

Gollo, L.; Mirasso, C.; Sporns, O.; Breakspear, M.
PLoS Computational Biology 10, e1003548 (2014)

Suppression of deterministic and stochastic extreme desynchronization events using anticipated synchronization

Zamora-Munt, Jordi; Mirasso, Claudio R. ; Toral, Raul;
Physical Review E 89, 012921 (2014)

Limits to detection of generalized synchronization in delay-coupled chaotic oscillators

Kato, Hideyuki; Soriano, Miguel C.; Pereda, Ernesto; Fischer, Ingo; Mirasso, Claudio R.
Physical Review E 88, 062924 (1-13) (2013)

Semiconductor laser dynamics under polarized rotated optical delay feedback and frequency detuning

Bueno, Julián (Supervisors: Mirasso, Claudio R.; Soriano, Miguel C. )
Master Thesis (2013)

Modeling zero-lag synchronization of dorsal horn neurons during the traveling of electrical waves in the cat spinal cord

Kato, H.; Cuellar, C.; Delgado-Lezama, R.; Rudomin, P.; Jimenez-Estrada, I.; Manjarrez, E.; Mirasso, C. R.
Physiological Reports 1, e00021 (1-14) (2013)

Information Processing Using Transient Dynamics of Semiconductor Lasers Subject to Delayed Feedback

Hicke, K.; Escalona-Moran, M. A. ; Brunner, D. ; Soriano, M. C. ; Fischer, I. ; Mirasso, C. R.
IEEE Journal of Selected Topics in Quantum Electronics 19, 1501610 (2013)

Dynamics of brain networks in the aesthetic appreciation

Cela-Conde C. J.; García-Prieto J.; Ramasco, J. J.; Mirasso, C. R.; Bajo, R.;Munar, E.; Flexas, A.; Del Pozo, F.; and Maestú, F.
Proceedings of the National Academy of Sciences of the USA (PNAS) 110, 10454-10461 (2013)

Spectral properties and synchronization scenarios of two mutually delay-coupled semiconductor lasers

Arroyo-Almanza, D. A.; Pisarchik, A. N.; Fischer, I.; Mirasso, C. R.; Soriano, M. C.
Optics Communications 301-302, 67-73 (2013)

Complex photonics: Dynamics and applications of delay-coupled semiconductors lasers

Soriano, M. C.; Garcia-Ojalvo, J.; Mirasso, C. R.; and Fischer, I.
Reviews of Modern Physics 85, 421-470 (2013)

50 años del efecto mariposa

Mirasso, Claudio R.; Hernandez-Garcia, Emilio
ENKI. Revista Cientifico-Cultural, Marzo, 54-58 (2013)

Parallel photonic information processing at gigabyte per second data rates using transient states

Brunner, D; Soriano, M. C.; Mirasso, C. R.; Fischer, I.
Nature Communications 4, 1364 (2013)

Optoelectronic reservoir computing: tackling noise-induced performance degradation

Soriano, Miguel C.; Ortín, Silvia; Brunner, Daniel; Larger, Laurent; Mirasso, Claudio R.; Fischer, Ingo; Pesquera, Luis
Optics Express 21, 12-20 (2013)

Dynamics and Synchronization of Motifs of Neuronal Populations in the Presence of Delayed Interactions

Gollo, Leonardo Lyra (Director: Claudio R. Mirasso)
PhD Thesis (2012)

Anticipated synchronization and the predict-prevent control method in the FitzHugh-Nagumo model system

Mayol, C; Mirasso, C.R.; Toral R.
Physical Review E 85, 056216 (2012)

Computing using delayed feedback systems: towards photonics

Appeltant, L.; Soriano, M.C.; Van der Sande, G.; Danckaert, J.; Massar, S.; Dambre, J.; Schrauwen, B.; Mirasso, C.R.; Fischer, I.
Nonlinear Optics and Applications VI (Benjamin J. Eggleton; Alexander L. Gaeta; Neil G. Broderick, Editors), SPIE Proceedings Vol.. 8434, 84341W (1-6) (2012)

Signal integration enhances the dynamic range in neuronal systems

Gollo, L. L.; Mirasso, C. R.; Eguíluz, V. M.
Physical Review E 85, 040902(R)(1-5) (2012)

Synchronization in simple network motifs with negligible correlation and mutual information measures

Soriano, M. C.; Van der Sande, G. ; Fischer, I.; Mirasso, C. R.
Physical Review Letters 108, 134101 (2012)

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