2024
DOI: 10.3390/axioms13050323
|View full text |Cite
|
Sign up to set email alerts
|

Quantum Vision Transformers for Quark–Gluon Classification

Marçal Comajoan Cara,
Gopal Ramesh Dahale,
Zhongtian Dong
et al.

Abstract: We introduce a hybrid quantum-classical vision transformer architecture, notable for its integration of variational quantum circuits within both the attention mechanism and the multi-layer perceptrons. The research addresses the critical challenge of computational efficiency and resource constraints in analyzing data from the upcoming High Luminosity Large Hadron Collider, presenting the architecture as a potential solution. In particular, we evaluate our method by applying the model to multi-detector jet imag… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Publication Types

Select...

Relationship

0
0

Authors

Journals

citations
Cited by 0 publications
references
References 61 publications
0
0
0
Order By: Relevance

No citations

Set email alert for when this publication receives citations?