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A Quantum Convolution Autoencoder for Handwritten Letters and Digits: A Case Study Cover

A Quantum Convolution Autoencoder for Handwritten Letters and Digits: A Case Study

International Journal of Applied Mathematics and Computer Science
Volume 35 (2025): Issue 4 (December 2025)
By: Marek Sawerwain,  Marek Kowal and  Józef Korbicz  
Open Access
|Dec 2025

Authors

Marek Sawerwain

M.Sawerwain@issi.uz.zgora.pl

Institute of Control and Computation Engineering, University of Zielona Góra ul, Zielona Góra, Poland

Marek Kowal

M.Kowal@issi.uz.zgora.pl

Institute of Control and Computation Engineering, University of Zielona Góra ul, Zielona Góra, Poland

Józef Korbicz

J.Korbicz@issi.uz.zgora.pl

Institute of Control and Computation Engineering, University of Zielona Góra ul, Zielona Góra, Poland
DOI: https://doi.org/10.61822/amcs-2025-0046 | Journal eISSN: 2083-8492 | Journal ISSN: 1641-876X
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Language: English
Page range: 651 - 666
Submitted on: Jul 21, 2025
Accepted on: Oct 27, 2025
Published on: Dec 15, 2025
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
autoencoder,
quantum autoencoder,
convolution quantum circuit
Related subjects:
Mathematics,
Applied mathematics

© 2025 Marek Sawerwain, Marek Kowal, Józef Korbicz, published by University of Zielona Góra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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