18 citations · 19 across the 2 of their papers we have counts for
5 papers
Experimental memory control in continuous variable optical quantum reservoir computing
Iris Paparelle, Johan Henaff, Jorge Garcia-Beni +6
Quantum reservoir computing (QRC) offers a promising framework for online quantum-enhanced machine learning tailored to temporal tasks, yet practical implementations with native me…
Roadmap on Neuromorphic Photonics
Daniel Brunner, Bhavin J. Shastri, Mohammed A. Al Qadasi +147
This roadmap consolidates recent advances while exploring emerging applications, reflecting the remarkable diversity of hardware platforms, neuromorphic concepts, and implementatio…
Quantum machine learning via continuous-variable cluster states and teleportation
Jorge García-Beni, Iris Paparelle, Valentina Parigi +3
A new approach suitable for distributed quantum machine learning and exhibiting memory is proposed for a photonic platform. This measurement-based quantum reservoir computing takes…
Neural networks with quantum states of light
Adrià Labay-Mora, Jorge García-Beni, Gian Luca Giorgi +2
Quantum optical networks are instrumental to address fundamental questions and enable applications ranging from communication to computation and, more recently, machine learning. I…
Role of coherence in many-body Quantum Reservoir Computing
Ana Palacios, Rodrigo Martínez-Peña, Miguel C. Soriano +2
Quantum Reservoir Computing (QRC) offers potential advantages over classical reservoir computing, including inherent processing of quantum inputs and a vast Hilbert space for state…