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

Despite the pursuit of quantum advantages in various applications, the power of quantum computers in executing neural network has mostly remained unknown, primarily due to a missing tool that effectively designs a neural network suitable for quantum circuit. Here, we present a neural network and qua...

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Detalles Bibliográficos
Autores principales: Jiang, Weiwen, Xiong, Jinjun, Shi, Yiyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7835384/
https://www.ncbi.nlm.nih.gov/pubmed/33495480
http://dx.doi.org/10.1038/s41467-020-20729-5