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Keyword: global receptive field ×Clear all

1 claim from 1 paper

1. Computer Science › Quantum Computing Algorithms and Architecture

   Emergence of global receptive fields capturing multipartite quantum correlations

   Sotnikov, Iakovlev, Kiktenko, Katsnelson, Fedorov and Mazurenko · Physical review. B./Physical review. B · 2025

   Watching what a Restricted Boltzmann Machine learns from measurements of highly entangled Dicke states reveals global receptive fields, which the authors use to build exact classical representations of those states.

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   1. UncheckedThe authors propose an exact classical representation with two parameters that covers the whole family of N-qubit Dicke states, whatever their entanglement.“On this basis we propose an exact two-parameter classical representation not only for a specific quantum wave function, but for the whole family of the N-qubit Dicke states of different entanglement.”