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
Miguel C. Soriano
Ingo Fischer
Gian Luca Giorgi
Llorenç Serra
Roberta Zambrini
Stefano Longhi
Pere Mujal
Rodrigo Martínez
Publicacions recents
Engineered dissipation to mitigate barren plateaus
Sannia, Antonio; Tacchino, Francesco; Tavernelli, Ivano; Giorgi, Gian Luca; Zambrini, Robertanpj Quantum Information 10, (2024)
Dissipation as a resource for Quantum Reservoir Computing
Sannia, Antonio; Martínez-Peña, Rodrigo; Soriano, Miguel C.; Giorgi, Gian Luca; Zambrini, RobertaQuantum 8, 1291 (2024)
Experimental Optical Simulator of Reconfigurable and Complex Quantum Environment
Renault, P.; Nokkala, J.; Roeland, G.; Joly, N.Y.; Zambrini, R.; Maniscalco, S.; Piilo, Y.; Treps; N.; Parigi.PPhysical Review X Quantum 4, 040310 (2023)
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 15, 1440-1451 (2023)
Reservoir computing in quantum systems
Martínez-Peña, Rodrigo (Supervisors: Zambrini, Roberta; C. Soriano, Miguel)PhD Thesis (2023)
