Search Results for author: Pere Mujal

Found 2 papers, 0 papers with code

Opportunities in Quantum Reservoir Computing and Extreme Learning Machines

no code implementations23 Feb 2021 Pere Mujal, Rodrigo Martínez-Peña, Johannes Nokkala, Jorge García-Beni, Gian Luca Giorgi, Miguel C. Soriano, Roberta Zambrini

Quantum reservoir computing (QRC) and quantum extreme learning machines (QELM) are two emerging approaches that have demonstrated their potential both in classical and quantum machine learning tasks.

Quantum Physics

Supervised learning of few dirty bosons with variable particle number

no code implementations8 Oct 2020 Pere Mujal, Àlex Martínez Miguel, Artur Polls, Bruno Juliá-Díaz, Sebastiano Pilati

We investigate the supervised machine learning of few interacting bosons in optical speckle disorder via artificial neural networks.

Quantum Gases Disordered Systems and Neural Networks

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