Miguel C. Soriano

29 papers B 1Journal 27Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hardware friendly deep reservoir computing.
Neural Networks
Claudio Gallicchio, Miguel C. Soriano
2025 J jnl
Leveraging chaos in the training of artificial neural networks.
CoRR
Pedro Jiménez-González, Miguel C. Soriano, Lucas Lacasa
2024 J jnl
Adaptive control of recurrent neural networks using conceptors.
CoRR
Guillaume Pourcel, Mirko Goldmann, Ingo Fischer, Miguel C. Soriano
2024 J jnl
Comprehensive IoT-Driven Fleet Management System for Industrial Vehicles.
IEEE Access
Mohammadali Farahpoor, Oscar Esparza, Miguel C. Soriano
2024 J jnl
Dissipation as a resource for Quantum Reservoir Computing.
Quantum
Antonio Sannia, Rodrigo Martínez-Peña, Miguel C. Soriano, Gian Luca Giorgi, Roberta Zambrini
2024 J jnl
Dynamical stability and chaos in artificial neural network trajectories along training.
CoRR
Kaloyan Danovski, Miguel C. Soriano, Lucas Lacasa
2024 J jnl
Identifying Ordinal Similarities at Different Temporal Scales.
Entropy
Luciano Zunino, Xavier Porte, Miguel C. Soriano
2023 J jnl
Guest Editorial: Trends in Reservoir Computing.
Cogn. Comput.
Simone Scardapane, Claudio Gallicchio, Alessio Micheli, Miguel C. Soriano
2023 J jnl
Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems.
Cogn. Comput.
Rodrigo Martínez-Peña, Johannes Nokkala, Gian Luca Giorgi, Roberta Zambrini, Miguel C. Soriano
2022 J jnl
High-Performance Reservoir Computing With Fluctuations in Linear Networks.
IEEE Trans. Neural Networks Learn. Syst.
Johannes Nokkala, Rodrigo Martínez-Peña, Roberta Zambrini, Miguel C. Soriano
2022 J jnl
Information Processing Capacity of a Single-Node Reservoir Computer: An Experimental Evaluation.
IEEE Trans. Neural Networks Learn. Syst.
Benedikt Vettelschoss, André Röhm, Miguel C. Soriano
2021 B conf
Exploiting transient dynamics of a time-multiplexed reservoir to boost the system performance.
IJCNN
Mirko Goldmann, Claudio R. Mirasso, Ingo Fischer, Miguel C. Soriano
2021 J jnl
Inferring untrained complex dynamics of delay systems using an adapted echo state network.
CoRR
Mirko Goldmann, Claudio R. Mirasso, Ingo Fischer, Miguel C. Soriano
2021 J jnl
Nonlinear photonic dynamical systems for unconventional computing.
CoRR
Daniel Brunner, Laurent Larger, Miguel C. Soriano
2021 J jnl
Time-Delay Identification Using Multiscale Ordinal Quantifiers.
Entropy
Miguel C. Soriano, Luciano Zunino
2021 J jnl
Unveiling the role of plasticity rules in reservoir computing.
CoRR
Guillermo B. Morales, Claudio R. Mirasso, Miguel C. Soriano
2021 J jnl
Unveiling the role of plasticity rules in reservoir computing.
Neurocomputing
Guillermo B. Morales, Claudio R. Mirasso, Miguel C. Soriano
2019 J jnl
Automated real-time method for ventricular heartbeat classification.
Comput. Methods Programs Biomed.
Silvia Ortin, Miguel C. Soriano, Miquel Alfaras, Claudio R. Mirasso
2019 — conf
Optoelectronic Reservoir Computing Using a Mixed Digital-Analog Hardware Implementation.
ICANN (Workshop)
Miguel C. Soriano, Pau Massuti-Ballester, Jesús Yelo, Ingo Fischer
2017 J jnl
Automated Detection of Epileptic Biomarkers in Resting-State Interictal MEG Data.
Frontiers Neuroinformatics
Miguel C. Soriano, Guiomar Niso, Jillian M. Clements, Silvia Ortin, Sira Carrasco, María Gudín, Claudio R. Mirasso, Ernesto Pereda
2015 J jnl
Assessing Coupling Dynamics from an Ensemble of Time Series.
Entropy
Germán Gómez-Herrero, Wei Wu, Kalle Rutanen, Miguel C. Soriano, Gordon Pipa, Raul Vicente
2015 J jnl
Delay-Based Reservoir Computing: Noise Effects in a Combined Analog and Digital Implementation.
IEEE Trans. Neural Networks Learn. Syst.
Miguel C. Soriano, Silvia Ortin, Lars Keuninckx, Lennert Appeltant, Jan Danckaert, Luis Pesquera, Guy van der Sande
2015 J jnl
Digital Implementation of a Single Dynamical Node Reservoir Computer.
IEEE Trans. Circuits Syst. II Express Briefs
Miquel L. Alomar, Miguel C. Soriano, Miguel Angel Escalona-Morán, Vincent Canals, Ingo Fischer, Claudio R. Mirasso, José Luis Rosselló
2015 J jnl
Electrocardiogram Classification Using Reservoir Computing With Logistic Regression.
IEEE J. Biomed. Health Informatics
Miguel Angel Escalona-Morán, Miguel C. Soriano, Ingo Fischer, Claudio R. Mirasso
2015 J jnl
Minimal approach to neuro-inspired information processing.
Frontiers Comput. Neurosci.
Miguel C. Soriano, Daniel Brunner, Miguel Angel Escalona-Morán, Claudio R. Mirasso, Ingo Fischer
2015 J jnl
Photonic Delay Systems as Machine Learning Implementations.
CoRR
Michiel Hermans, Miguel C. Soriano, Joni Dambre, Peter Bienstman, Ingo Fischer
2015 J jnl
Photonic delay systems as machine learning implementations.
J. Mach. Learn. Res.
Michiel Hermans, Miguel C. Soriano, Joni Dambre, Peter Bienstman, Ingo Fischer
2014 J jnl
Reservoir computing with a single time-delay autonomous Boolean node.
CoRR
Nicholas D. Haynes, Miguel C. Soriano, Ingo Fischer, Daniel J. Gauthier
2010 J jnl
Assessing coupling dynamics from an ensemble of time series
CoRR
Germán Gómez-Herrero, Wei Wu, Kalle Rutanen, Miguel C. Soriano, Gordon Pipa, Raul Vicente