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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Ingo Fischer
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Llorenç Serra
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Roberta Zambrini
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Miguel C. Soriano
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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
Quantum synchronisation and clustering in chiral networks
Lorenzo, Salvatore; Militello, Benedetto; Napoli, Anna; Zambrini, Roberta; Palma, G.MassimoNew Journal of Physics , (2022)
Quantum Reservoir Computing for Speckle-Disorder Potentials
Mujal, PereCondensed Matter 7, 17 (2022)
Synchronization and collective phenomena in quantum dissipative systems
Cabot, Albert (supervisors: Zambrini, Roberta; Giorgi, Gian Luca)PhD Thesis (2021)
Analytical Evidence of Nonlinearity in Qubits and Continuous-Variable Quantum Reservoir Computing
Mujal, Pere; Nokkala, Johannes; Martinez-Peña, Rodrigo; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, RobertaJournal of Physics: Complexity 2, 045008 (2021)
Metastable quantum entrainment
Cabot, Albert; Giorgi, Gian Luca; Zambrini, RobertaNew Journal of Physics 23, 103017 (2021)
