QUAREC
QUAREC MACHINE LEARNING WITH QUANTUM RESERVOIR COMPUTING

  • P.I.: Roberta Zambrini
  • Start date: July 1, 2020
  • End date: June 30, 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.

Researchers

  • Ingo Fischer

    Ingo Fischer

  • Llorenç Serra

    Llorenç Serra

  • Roberta Zambrini

    Roberta Zambrini

  • Miguel C. Soriano

    Miguel C. Soriano

  • Gian Luca Giorgi

    Gian Luca Giorgi

  • Stefano Longhi

    Stefano Longhi

  • Pere Mujal

    Pere Mujal

  • Rodrigo Martínez

    Rodrigo Martínez

Recent Publications

Quantum synchronisation and clustering in chiral networks

Lorenzo, Salvatore; Militello, Benedetto; Napoli, Anna; Zambrini, Roberta; Palma, G.Massimo
New Journal of Physics , (2022)

Quantum Reservoir Computing for Speckle-Disorder Potentials

Mujal, Pere
Condensed Matter 7, 17 (2022)

Synchronization and collective phenomena in quantum dissipative systems

Cabot, Albert (supervisors: Zambrini, Roberta; Giorgi, Gian Luca)
PhD Thesis (2021)

Analytical Evidence of Nonlinearity in Qubits and Continuous-Variable Quantum Reservoir Computing

Mujal, Pere; Nokkala, Johannes; Martinez-Peña, Rodrigo; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Journal of Physics: Complexity 2, 045008 (2021)

Metastable quantum entrainment

Cabot, Albert; Giorgi, Gian Luca; Zambrini, Roberta
New Journal of Physics 23, 103017 (2021)

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