A co-design framework of neural networks and quantum circuits towards quantum advantage

The advantages coming from involving quantum systems in machine learning are still not fully clear. Here, the authors propose a software/hardware co-design framework towards quantum-friendly neural networks showing quantum advantage, representing data as either random variables or numbers in unitary...

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Détails bibliographiques
Auteurs principaux: Weiwen Jiang, Jinjun Xiong, Yiyu Shi
Format: article
Langue:EN
Publié: Nature Portfolio 2021
Sujets:
Q
Accès en ligne:https://doaj.org/article/a1cce8a952474e72b81541d601180807
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