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DCETEN:a lightweight ECG automatic classification network based on Transformer model

Fan Jiang Jiayi Xiao Lei Liu Chaowei Wang

数字通信与网络（英文）2026，Vol.12Issue(5)：789-801,13.

数字通信与网络（英文）2026，Vol.12Issue(5)：789-801,13.DOI:10.1016/j.dcan.2024.11.003

DCETEN:a lightweight ECG automatic classification network based on Transformer model

Fan Jiang ¹Jiayi Xiao ¹Lei Liu ¹Chaowei Wang²

作者信息

1. School of Communications and Information Engineering,Xi'an University of Posts and Telecommunications,Xi'an 710121,China
2. School of Electronic Engineering,Beijing University of Posts and Telecommunications,Beijing 100876,China
折叠

摘要

关键词

Electrocardiogram/Arrhythmia classification/Transformer model/Lightweight/Weight pruning

Key words

Electrocardiogram/Arrhythmia classification/Transformer model/Lightweight/Weight pruning

引用本文复制引用

Fan Jiang,Jiayi Xiao,Lei Liu,Chaowei Wang..DCETEN:a lightweight ECG automatic classification network based on Transformer model[J].数字通信与网络（英文）,2026,12(5):789-801,13.

基金项目

This research was supported by National Natural Science Foun-dation of China(Grant No.62071377,62201456) （Grant No.62071377,62201456）

Natural Science Foundation of Shaanxi Province(Grant No.2023-YBGY-036,2023-YBNY-222,2022JQ-687) （Grant No.2023-YBGY-036,2023-YBNY-222,2022JQ-687）

The Graduate Student Innovation Founda-tion Project of Xi'an University of Posts and Telecommunications under Grant CXJJYL2023007. （）

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