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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Stefano Longhi
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Miguel C. Soriano
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Gian Luca Giorgi
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Pere Mujal
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Rodrigo Martínez
Recent Publications
Bath-induced collective phenomena on superconducting qubits: synchronization, subradiance, and entanglement generation
Cattaneo, Marco; Giorgi, Gian Luca; Maniscalco, Sabrina; Paraoanu, Gheorghe Sorin; Zambrini, RobertaAnnalen Der Physik 533, 2100038 (2021)
Dynamical phase transitions in quantum reservoir computing
Martínez-Peña, Rodrigo; Giorgi, Gian Luca; Nokkala, Johannes; Soriano, Miguel C.; Zambrini, RobertaSubmitted (2021)
Influence of Measurements on Continuous Variable Quantum Reservoir Computing
García Beni, Jorge (Advisors: Miguel C. Soriano and Roberta Zambrini)Master Thesis (2021)
Synchronization and Non-Markovianity in open quantum systems
Karpat, G; Yalçınkaya, İ; Çakmak, B; Giorgi, G. L.; Zambrini, RSubmitted (2021)
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 , (2021)