Generalized Quantum Convolution for Multidimensional Data

Generalized Quantum Convolution for Multidimensional Data

The convolution operation plays a vital role in a wide range of critical algorithms across various domains, such as digital image processing, convolutional neural networks, and quantum machine learning. In existing implementations, particularly in quantum neural networks, convolution operations are...

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Bibliographic Details
Main Authors: Mingyoung Jeng, Alvir Nobel, Vinayak Jha, David Levy, Dylan Kneidel, Manu Chaudhary, Ishraq Islam, Muhammad Momin Rahman, Esam El-Araby
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Entropy
Subjects:
convolution
quantum algorithms
quantum image processing
quantum computing
Online Access:https://www.mdpi.com/1099-4300/25/11/1503

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