Miguel C. Soriano
- IFISC (CSIC-UIB)
- Campus Universitat de les Illes Balears E-07122 Palma de Mallorca. Spain
- Office 104 - B
- +34 971 17 13 14
- miguel@ifisc.uib-csic.es
- Web page: http://ifisc.uib-csic.es/miguel/
Profile
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.
Recent Publications
Role of coherence in many-body Quantum Reservoir Computing
Palacios, A; Martínez-Peña, R.; Soriano, M. C.; Giorgi, G. L.; Zambrini, R.Communications Physics 7, 369 (2024)
Adaptive control of recurrent neural networks using conceptors
Pourcel, Guillaume; Goldmann, Mirko; Fischer, Ingo; Soriano, Miguel C.Chaos 34, 103127 (2024)
Computing with Dynamical Systems: from implementations towards novel concepts
Goldmann, Mirko (Supervisors: Fischer, Ingo; Mirasso, Claudio R.; Soriano, Miguel C.)PhD Thesis (2024)
A photonics perspective on computing with physical substrates
Abreu; Boikov; Goldmann, M.; Jonuzi; Lupo; Masaad; Nguyen; Picco; Pourcel; Skalli; Talandier, L.; Vettelschoss; Vlieg; Argyris, A.; Bienstman; Brunner; Dambre; Daudet; Domenech; Fischer, I.; Horst; Massar; Mirasso, C.R.; Offrein; Rossi; Soriano, M. C.; Sygletos; TuritsynReviews in Physics 12, 100093 (2024)
Dynamical stability and chaos in artificial neural network trajectories along training
Danovski, Kaloyan; Soriano, Miguel C.; Lacasa, LucasFrontiers in Complex Systems 2, 1367957 (2024)
Ongoing Research projects
NEHIL
Neuromorphic-Enhanced Heterogeneously-Integrated FMCW LiDAR
P.I.: Miguel C. Soriano
The NEHIL project, an EU-Korea partnership, is set to transform the landscape of digital technologies through groundbreaking neuromorphic architectures and advanced heterogeneous integration such as LiDAR systems. This collaborative initiative aims to ...
POSTDIGITALPlus
European Training Network on Post-Digital Computing +
P.I.: Miguel C. Soriano, Claudio Mirasso
The modern information and communication technology (ICT) world is ruled by an exploding generation of data due to growth of Internet applications and skyrocketing proliferation of a number of interconnected on-line broadband ...
MdM-IFISC-2
Maria de Maeztu 2023-2026
P.I.: 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
P.I.: 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 ...