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

  • Stefano Longhi

    Stefano Longhi

  • Miguel C. Soriano

    Miguel C. Soriano

  • Gianluca Giorgi

    Gianluca Giorgi

  • Pere Mujal

    Pere Mujal

  • Rodrigo Martínez

    Rodrigo Martínez

Recent Publications

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 , (2020)

The role of coherence in Quantum Reservoir Computing

Palacios de Luis, Ana (Advisors: R. Zambrini and G.L. Giorgi)
Master Thesis (2020)

Synchronization and Non-Markovianity in open quantum systems

Karpat, G; Yalçınkaya, İ; Çakmak, B; Giorgi, G. L.; Zambrini, R
Submitted (2020)

Synchronization and subradiance as signatures of entangling bath between superconducting qubits

Cattaneo, Marco; Giorgi, Gian Luca; Maniscalco, Sabrina; Paraoanu, Gheorghe Sorin; Zambrini, Roberta
Submitted (2020)

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