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Reflection equivariant quantum neural networks for enhanced image classification

Machine learning is among the most widely anticipated use cases for near-term quantum computers, however there remain significant theoretical and implementation challenges impeding its scale up. In particular, there is an emerging body of work which suggests that generic, data agnostic quantum machi...

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Detalhes bibliográficos
Principais autores: Maxwell T West, Martin Sevior, Muhammad Usman
Formato: Artigo
Idioma:Inglês
Publicado em: IOP Publishing 2023-01-01
coleção:Machine Learning: Science and Technology
Assuntos:
Acesso em linha:https://doi.org/10.1088/2632-2153/acf096
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