Publications

Unveiling the role of plasticity rules in reservoir computing

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

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)

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)

nMNSD—A Spiking Neuron-Based Classifier That Combines Weight-Adjustment and Delay-Shift

Susi, G.; Antón-Toro, L. F.; Maestú, F.; Pereda, E.; Mirasso, C.
Frontiers in Neuroscience 15, Article 582608 (2021)

Editorial on the Research Topic Fundamentals and Applications of AI: An Interdisciplinary Perspective

Eguiluz, V.; Mirasso, C. R.; Vicente, R.
Frontiers in Physics Interdisciplinary Physics 19, (2021)

Cognition, collective behaviors & consciousness

Canals, S.; Bartumeus, F.; Gomez-marin, A.; Martinez-Otero, L.; Marquez, C.; Valverde, S.; Hernandez-Garcia, E.; Lopez, C.; Mirasso, C.; del Castillo, D.; Rocon, E.; Criado-Boado, F.; Palmer, J.R.B.; Castellanos, N.; Diex, G.; Maestu, F.
in Brain, Mind and Behaviour (edited by Herrera E. and Esteban, J.A.), Consejo Superior de Investigaciones Cientificas, 41-57 (2021)

Analysis and simulation of a Palma de Mallorca hospital emergency department

Aviñó, Laura (Advisors: Raúl Toral, Claudio Mirasso, Ángel del Río)
Master Thesis (2020)

Efecto de la COVID-19 en Baleares: un estudio interdisciplinar

Mirasso, C. R. Ed.
MEDICINA BALEAR - ESPECIAL COVID 19 35, 24-33 (2020)

Dynamic Information Routing in Neuronal Circuits

Jorge Medina Hernández (Advisors: Mirasso, Claudio R.; Eguíluz, Víctor M. )
Master Thesis (2020)

Frequency-dependent organization of the brain's functional network through delayed-interactions

Ziaeemehr, A.; Zarei, M.; Valizadeh, A.; Mirasso, C. R.
Neural Networks 132, 155-165 (2020)

Different theta frameworks coexist in the rat hippocampus and are coordinated during memory-guided and novelty tasks

Lopez-Madrona, V.; Pérez-Montoyo, E.; Álvarez-Salvado, E.; Moratal, D.; Herreras, O.; Pereda, E.; Mirasso, C.; Canals, S.
eLife 9, e57313 (1-35) (2020)

Characterizing signal encoding and transmission in class I and class II neurons via ordinal time-series analysis

Estarellas, C.; Masoliver, M.; Masoller, C.; Mirasso, C.
Chaos 30, 013123 (1-15) (2020)

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.
Scientific Reports 9, 17041 (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)

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