Miguel C. Soriano - researchr alias

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2026

Hardware friendly deep reservoir computingClaudio Gallicchio, Miguel C. Soriano. NN, 193:108079, 2026. [doi]

2024

2023

Information Processing Capacity of Spin-Based Quantum Reservoir Computing SystemsRodrigo Martínez-Peña, Johannes Nokkala, Gian Luca Giorgi, Roberta Zambrini, Miguel C. Soriano. cogcom, 15(5):1440-1451, September 2023. [doi]

Guest Editorial: Trends in Reservoir ComputingSimone Scardapane, Claudio Gallicchio, Alessio Micheli, Miguel C. Soriano. cogcom, 15(5):1407-1408, September 2023. [doi]

2022

High-Performance Reservoir Computing With Fluctuations in Linear NetworksJohannes Nokkala, Rodrigo Martínez-Peña, Roberta Zambrini, Miguel C. Soriano. tnn, 33(6):2664-2675, 2022. [doi]

Information Processing Capacity of a Single-Node Reservoir Computer: An Experimental EvaluationBenedikt Vettelschoss, André Röhm, Miguel C. Soriano. tnn, 33(6):2714-2725, 2022. [doi]

2021

Exploiting transient dynamics of a time-multiplexed reservoir to boost the system performanceMirko Goldmann, Claudio R. Mirasso, Ingo Fischer, Miguel C. Soriano. ijcnn 2021: 1-8 [doi]

Unveiling the role of plasticity rules in reservoir computingGuillermo B. Morales, Claudio R. Mirasso, Miguel C. Soriano. ijon, 461:705-715, 2021. [doi]

Time-Delay Identification Using Multiscale Ordinal QuantifiersMiguel C. Soriano, Luciano Zunino. entropy, 23(8):969, 2021. [doi]

2019

Automated real-time method for ventricular heartbeat classificationSilvia Ortin, Miguel C. Soriano, Miquel Alfaras, Claudio R. Mirasso. cmpb, 169:1-8, 2019. [doi]

Optoelectronic Reservoir Computing Using a Mixed Digital-Analog Hardware ImplementationMiguel C. Soriano, Pau Massuti-Ballester, Jesús Yelo, Ingo Fischer. icann 2019: 170-174 [doi]

2017

Automated Detection of Epileptic Biomarkers in Resting-State Interictal MEG DataMiguel C. Soriano, Guiomar Niso, Jillian Clements, Silvia Ortin, Sira Carrasco, María Gudín, Claudio R. Mirasso, Ernesto Pereda. fini, 2017:43, 2017. [doi]

2015

Digital Implementation of a Single Dynamical Node Reservoir ComputerMiquel L. Alomar, Miguel C. Soriano, Miguel Angel Escalona-Moran, Vincent Canals, Ingo Fischer, Claudio R. Mirasso, José Luis Rosselló. tcas, 62-II(10):977-981, 2015. [doi]

Electrocardiogram Classification Using Reservoir Computing With Logistic RegressionMiguel Angel Escalona-Moran, Miguel C. Soriano, Ingo Fischer, Claudio R. Mirasso. titb, 19(3):892-898, 2015. [doi]

Assessing Coupling Dynamics from an Ensemble of Time SeriesGermán Gómez-Herrero, Wei Wu, Kalle Rutanen, Miguel C. Soriano, Gordon Pipa, Raul Vicente. entropy, 17(4):1958-1970, 2015. [doi]

Photonic delay systems as machine learning implementationsMichiel Hermans, Miguel C. Soriano, Joni Dambre, Peter Bienstman, Ingo Fischer. jmlr, 16:2081-2097, 2015. [doi]

Delay-Based Reservoir Computing: Noise Effects in a Combined Analog and Digital ImplementationMiguel C. Soriano, Silvia Ortin, Lars Keuninckx, Lennert Appeltant, Jan Danckaert, Luis Pesquera, Guy van der Sande. tnn, 26(2):388-393, 2015. [doi]

Minimal approach to neuro-inspired information processingMiguel C. Soriano, Daniel Brunner, Miguel Angel Escalona-Moran, Claudio R. Mirasso, Ingo Fischer. ficn, 2015:68, 2015. [doi]

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