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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Gianluca Giorgi
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Pere Mujal
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Rodrigo Martínez
Recent Publications
Synchronization and Non-Markovianity in open quantum systems
Karpat, G; Yalçınkaya, İ; Çakmak, B; Giorgi, G. L.; Zambrini, RSubmitted (2021)
Synchronization and subradiance as signatures of entangling bath between superconducting qubits
Cattaneo, Marco; Giorgi, Gian Luca; Maniscalco, Sabrina; Paraoanu, Gheorghe Sorin; Zambrini, RobertaSubmitted (2021)
Fundamentals of Information Processing on an Analog Reservoir Computer
Vettelschoss, Benedikt (Supervisors: André Röhm and Miguel C. Soriano)Master Thesis (2020)
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 , (2020)
The role of coherence in Quantum Reservoir Computing
Palacios de Luis, Ana (Advisors: R. Zambrini and G.L. Giorgi)Master Thesis (2020)