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

  • 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

Recent Publications

Benchmarking the Role of Particle Statistics in Quantum Reservoir Computing

Llodrà, Guillem; Charalambous, Christos; Giorgi, Gian Luca; Zambrini, Roberta
Advanced Quantum Technologies 2022, 2200100 (1-10) (2022)

Dynamics of a dispersively coupled transmon qubit in the presence of a noise source embedded in the control line

Vaaranta, Antti; Cattaneo, Marco; Lake, Russell
Physical Review A 106, 042605 (2022)

A brief journey through collision models for multipartite open quantum dynamics

Cattaneo, Marco; Giorgi, Gian Luca; Zambrini, Roberta; Maniscalco, Sabrina
Submitted (2022)

Scalable platform for real-time quantum reservoir computing

García-Beni, Jorge; Giorgi, Gian Luca; C. Soriano, Miguel; Zambrini, Roberta
Submitted (2022)

Hacia la soberanía digital para sostener la sociedad futura

Zambrini, R; Rius, G.
CSIC Investiga 4: Sociedad Digital 4, 3-3 (2022)

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