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

Autor: Weiwen Jiang, Jinjun Xiong, Yiyu Shi
Jazyk: angličtina
Rok vydání: 2021
Předmět:
Zdroj: Nature Communications, Vol 12, Iss 1, Pp 1-13 (2021)
Druh dokumentu: article
ISSN: 2041-1723
DOI: 10.1038/s41467-020-20729-5
Popis: 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 matrices.
Databáze: Directory of Open Access Journals