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.
Investigadors
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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
Publicacions recents
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)
Quantum associative memory with a single driven-dissipative non-linear oscillator
Labay-Mora, Adrià; Zambrini, Roberta; Giorgi, Gian LucaSubmitted (2022)
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)
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