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Enhancing classification efficiency in capsule networks through windowed routing: tackling gradient vanishing, dynamic routing, and computational complexity challenges

Crossref DOI link: https://doi.org/10.1007/s40747-024-01640-8

Published Online: 2024-11-18

Published Print: 2025-01

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Chen, Gangqi

Mao, Zhaoyong

Shen, Junge https://orcid.org/0000-0002-6563-9206
Hou, Dongdong
Funding

Funding for this research was provided by:

Fundamental Research Funds for the Central Universities (G5000220192)

Natural Science Basic Research Program of Shaanxi Province (2022JM-206)

Xi’an Science and Technology planning project (21RGZN0008)

he National Natural Science Foundation of China (61603233)
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Text and Data Mining valid from 2024-11-18

Version of Record valid from 2024-11-18
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Article History

Received: 26 October 2023

Accepted: 19 August 2024

First Online: 18 November 2024

Declarations

:

: All the authors have approved the manuscript for publication, and there is no Conflict of interest exists.

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