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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Miguel C. Soriano
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Ingo Fischer
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Llorenç Serra
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Roberta Zambrini
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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
Quantum associative memory with a single driven-dissipative non-linear oscillator
Labay-Mora, Adrià; Zambrini, Roberta; Giorgi, Gian LucaPhysical Review Letters 19, 190602 (1-6) (2023)
Online quantum time series processing with random oscillator networks
Nokkala; JohannesScientific Reports 13, 7694 (2023)
A hybrid classical-quantum approach to speed-up Q-learning
A. Sannia, A. Giordano, N. Lo Gullo, C. Mastroianni, F. PlastinaScientific Reports , (2023)
Time-Series Quantum Reservoir Computing with Weak and Projective Measurements
Mujal, Pere; Martínez-Peña, Rodrigo; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Robertanpj Quantum Information 9, 16 (2023)
Local probing of dynamical phase transitions by repeated partial information erasure
Hira Ali (supervisors Gian Luca Giorgi and Roberta Zambrini)Master Thesis (2023)
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