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State estimation with quantum extreme learning machines beyond the scrambling time

Abstract Quantum extreme learning machines (QELMs) leverage untrained quantum dynamics to efficiently process information encoded in input quantum states, avoiding the high computational cost of training more complicated nonlinear models. On the other hand, quantum information scrambling (QIS) quant...

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Bibliografische gegevens
Hoofdauteurs: Marco Vetrano, Gabriele Lo Monaco, Luca Innocenti, Salvatore Lorenzo, G. Massimo Palma
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Portfolio 2025-02-01
Reeks:npj Quantum Information
Online toegang:https://doi.org/10.1038/s41534-024-00927-5
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