Miguel C. Soriano

Miguel Cornelles Soriano
Perfil

Miguel C. Soriano (Miguel Cornelles Soriano) is a tenured scientist at the Spanish National Research Council (CSIC) and a staff researcher at IFISC. His research line covers the topics of information processing based on reservoir computing and nonlinear dynamics. His main research interests also include the experimental and numerical study of semiconductor lasers subject to delayed-coupling and the synchronization of chaotic oscillators.

Publicaciones recientes

Squeezing as a resource for time series processing in quantum reservoir computing

García-Beni, Jorge; Giorgi, Gianluca; Soriano, Miguel C.; Zambrini, Roberta
Optics Express 32, 6733-6747 (2024)

Dissipation as a resource for Quantum Reservoir Computing

Antonio Sannia, Rodrigo Martínez-Peña, Miguel C. Soriano, Gian Luca Giorgi, Roberta Zambrini
Submitted (2024)

Quantifying the diversity of multiple time series with an ordinal symbolic approach

Zunino, Luciano; Soriano, Miguel C.
Physical Review E 108, 065302 (2023)

Artificial neural networks through the lens of dynamical systems theory

Danovski, Kaloyan (Supervisors: Lucas Lacasa, Miguel C. Soriano)
Master Thesis (2023)

Time and wavelength multiplexing in photonic neural networks

Jiménez González, Pedro (advisors: Miguel C. Soriano, Claudio R. Mirasso)
Master Thesis (2023)

Proyectos de investigación vigentes

POST-DIGITAL

POST-DIGITAL: Neuromorphic computing in photonic and other nonlinear media

I.P.: Ingo Fischer, Claudio Mirasso
POST-DIGITAL is a Marie Skłodowska-Curie Innovative Training Network, funded by the European Union’s Horizon 2020 research and innovation programme. POST-DIGITAL is committed to form a new generation of engineers and researchers, affording ...

ADOPD

Adaptive Optical Dendrites

I.P.: Ingo Fischer, Claudio Mirasso
The increased demand for computation with low energy consumption requires entirely novel hardware concepts. In ADOPD we develop ultra-fast computational units based on optical-fiber technologies exploiting information processing principles used by neurons ...

MdM-IFISC-2

Maria de Maeztu 2023-2026

I.P.: Ernesto Estrada, Ingo Fischer, Emilio Hernández-García, Rosa Lopez, Claudio Mirasso, Jose Javier Ramasco, Raúl Toral, Roberta Zambrini
After 15 years of its existence, IFISC can point to a proven track record of impactful research. The previous 2018-2022 MdM award has significantly enhanced the institute's capabilities, as demonstrated by an ...

INFOLANET

Information processing with coupled laser networks

I.P.: Apostolos Argyris, Miguel C. Soriano
In the INFOLANET project, we will combine the expertise of the PIs on dynamical systems and machine learning to advance information processing concepts, based on a high-speed photonic implementation. We anticipate that ...

AIHUB

AIHUB

I.P.: Jose Javier Ramasco
HUB CSIC for fomenting the research and services on Artificial Intelligence.

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