Publicacions

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)

High-Performance Reservoir Computing With Fluctuations in Linear Networks

Nokkala, Johannes; Martínez-Peña, Rodrigo; Zambrini, Roberta; Soriano, Miguel C.
IEEE Transactions on Neural Networks and Learning Systems 33, 2664-2675 (2022)

Quantum thermodynamics under continuous monitoring: a general framework

Manzano, Gonzalo; Zambrini, Roberta
AVS Quantum Science 4, 025302 (2022)

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

Labay-Mora, Adrià; Zambrini, Roberta; Giorgi, Gian Luca
Submitted (2022)

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)

Quantum reservoir computing in bosonic networks

Mujal, Pere; Nokkala, Johannes; Martinez-Peña, Rodrigo; García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Emerging Topics in Artificial Intelligence (ETAI) 2021, SPIE, International Society for Optics and Photonics, 11804, 20-29 (2021)

Dynamical phase transitions in quantum reservoir computing

Martínez-Peña, Rodrigo; Giorgi, Gian Luca; Nokkala, Johannes; Soriano, Miguel C.; Zambrini, Roberta
Physical Review Letters 127, 100502 (1-7) (2021)

Opportunities in Quantum Reservoir Computing and Extreme Learning Machines

Mujal, Pere; Martínez-Peña, Rodrigo; Nokkala, Johannes; García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Advanced Quantum Technologies , 2100027 (2021)

Synchronization and Non-Markovianity in open quantum systems

Karpat, G; Yalçınkaya, İ; Çakmak, B; Giorgi, G. L.; Zambrini, R
Physical Review A 103, 062217 (1-10) (2021)

Intermittent decoherence blockade in a chiral ring environment

Lorenzo, Salvatore; Longhi, Stefano; Cabot, Albert; Zambrini, Roberta; Giorgi Gian Luca
Scientific Reports 11, 12834 (1-10) (2021)

Synchronization and coalescence in a dissipative two-qubit system

Cabot, Albert; Giorgi, Gian Luca; Zambrini, Roberta
Proceedings of the Royal Society A: mathematical, physical and engineering sciences 477, 20200850 (2021)

Bath-induced collective phenomena on superconducting qubits: synchronization, subradiance, and entanglement generation

Cattaneo, Marco; Giorgi, Gian Luca; Maniscalco, Sabrina; Paraoanu, Gheorghe Sorin; Zambrini, Roberta
Annalen Der Physik 533, 2100038 (2021)

Supervised learning of few dirty bosons with variable particle number

Mujal, Pere; Martínez Miguel, Àlex; Polls, Artur; Juliá-Díaz, Bruno; Pilati, Sebastiano
SciPost Physics 10, (2021)

Gaussian states of continuous-variable quantum systems provide universal and versatile reservoir computing

Nokkala, Johannes;Martínez-Peña, Rodrigo;Giorgi, Gian Luca; Parigi, Valentina;Soriano, Miguel C.;Zambrini, Roberta
Communications Physics 4, 53 (2021)

Influence of Measurements on Continuous Variable Quantum Reservoir Computing

García Beni, Jorge (Advisors: Miguel C. Soriano and Roberta Zambrini)
Master Thesis (2021)

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 , (2021)

Fundamentals of Information Processing on an Analog Reservoir Computer

Vettelschoss, Benedikt (Supervisors: André Röhm and Miguel C. Soriano)
Master Thesis (2020)

The role of coherence in Quantum Reservoir Computing

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

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