Quantum equilibrium propagation for efficient training of quantum systems based on Onsager reciprocity

Abstract The widespread adoption of machine learning and artificial intelligence in all branches of science and technology creates a need for energy-efficient, alternative hardware. While such neuromorphic systems have been demonstrated in a wide range of platforms, it remains an open challenge to f...

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Bibliographic Details
Main Authors: Clara C. Wanjura, Florian Marquardt
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-61665-6
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