QUAREC
MACHINE LEARNING WITH QUANTUM RESERVOIR COMPUTING
Project funded by the government of the Balearic Islands with the goal of extending Reservoir Computing into the quantum domain. The project is mainly theoretical/numerical, but also deals with the identification of suitable platforms for experimental implementations.
Researchers
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Miguel C. Soriano
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Ingo Fischer
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Llorenç Serra
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Roberta Zambrini
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Gian Luca Giorgi
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Stefano Longhi
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Pere Mujal
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Rodrigo Martínez
Recent Publications
Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems
Martínez-Peña, R.; Nokkala, J.; Giorgi, G. L.; Zambrini, R.; Soriano, M. C.Cognitive Computation 15, 1440-1451 (2023)
Reservoir computing in quantum systems
Martínez-Peña, Rodrigo (Supervisors: Zambrini, Roberta; C. Soriano, Miguel)PhD Thesis (2023)
Experimental optical simulator of reconfigurable and complex quantum environment
Renault, P.; Nokkala, J.; Roeland, G.; Joly, N.Y.; Zambrini, R.; Maniscalco,S.; Piilo,J.; Treps,N.; Parigi,V.Physical Review X Quantum , (2023)
Scalable Photonic Platform for Real-Time Quantum Reservoir Computing
García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, RobertaPhys. Rev. Applied 20, 014051 (2023)
Quantum associative memory with a single driven-dissipative non-linear oscillator
Labay-Mora, Adrià; Zambrini, Roberta; Giorgi, Gian LucaPhysical Review Letters 19, 190602 (1-6) (2023)
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