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Title:

2 × 2 Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks

Document type:
Zeitschriftenaufsatz
Author(s):
Dong, Zhongtian ; Comajoan Cara, Marçal ; Dahale, Gopal Ramesh ; Forestano, Roy T. ; Gleyzer, Sergei ; Justice, Daniel ; Kong, Kyoungchul ; Magorsch, Tom ; Matchev, Konstantin T. ; Matcheva, Katia ; Unlu, Eyup B.
Keywords:
Article ; quantum computing ; deep learning ; quantum machine learning ; equivariance ; invariance ; supervised learning ; classification ; particle physics ; Large Hadron Collider ; 81P68 ; 68Q12
Journal title:
Axioms
Year:
2024
Journal volume:
13
Journal issue:
3
Fulltext / DOI:
doi:10.3390/axioms13030188
Publisher:
MDPI
E-ISSN:
2075-1680
Date of publication:
13.03.2024
CC license:
by, https://creativecommons.org/licenses/by/4.0
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