QUAREC
QUAREC MACHINE LEARNING WITH QUANTUM RESERVOIR COMPUTING

  • I.P.: Roberta Zambrini
  • Fecha de inicio: 1 de Julio de 2020
  • Fecha de final: 30 de Junio de 2023

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.

Investigadores

  • Miguel C. Soriano

    Miguel C. Soriano

  • Ingo Fischer

    Ingo Fischer

  • Llorenç Serra

    Llorenç Serra

  • Roberta Zambrini

    Roberta Zambrini

  • Gian Luca Giorgi

    Gian Luca Giorgi

  • Stefano Longhi

    Stefano Longhi

  • Pere Mujal

    Pere Mujal

  • Rodrigo Martínez

    Rodrigo Martínez

Publicaciones recientes

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)

Experimental optical simulator of reconfigurable and complex quantum environment

Renault, P.; Nokkala, J.; Roeland, G.; Joly, N.Y.; Zambrini, R.; Maniscalco,S.; Piilo,J.; Treps,N.; Parigi,V.
Physical Review X Quantum , (2023)

Scalable Photonic Platform for Real-Time Quantum Reservoir Computing

García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Phys. Rev. Applied 20, 014051 (2023)

Quantum associative memory with a single driven-dissipative non-linear oscillator

Labay-Mora, Adrià; Zambrini, Roberta; Giorgi, Gian Luca
Physical Review Letters 19, 190602 (1-6) (2023)

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