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
Scalable platform for real-time quantum reservoir computing
García-Beni, Jorge; Giorgi, Gian Luca; C. Soriano, Miguel; Zambrini, RobertaSubmitted (2022)
Hacia la soberanía digital para sostener la sociedad futura
Zambrini, R; Rius, G.CSIC Investiga 4: Sociedad Digital 4, 3-3 (2022)
Dynamics of a dispersively coupled transmon qubit in the presence of a noise source embedded in the control line
Vaaranta, Antti; Cattaneo, Marco; Lake, RussellSubmitted (2022)
High-Performance Reservoir Computing With Fluctuations in Linear Networks
Nokkala, Johannes; Martínez-Peña, Rodrigo; Zambrini, Roberta; Soriano, Miguel C.IEEE Transactions on Neural Networks and Learning Systems 33, 2664-2675 (2022)
Quantum thermodynamics under continuous monitoring: a general framework
Manzano, Gonzalo; Zambrini, RobertaAVS Quantum Science 4, 025302 (2022)
