Broad learning system based on attention mechanism and tracking differentiator

Broad learning system based on attention mechanism and tracking differentiator

Broad learning system (BLS) has advantages such as a simple model structure, high training efficiency, and easy interpretability. However, it also has drawbacks such as insufficient feature learning capability and unstable generalization performance. To alleviate these problems, broad learning syste...

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Bibliographic Details
Main Authors: LIAO Lüchao, ZOU Weidong, YANG Jialong, LU Huihuang, XIA Yuanqing, GAO Jianlei
Format: Article
Language:English
Published: Science Press (China Science Publishing & Media Ltd.) 2024-09-01
Series:Shenzhen Daxue xuebao. Ligong ban
Subjects:
artificial intelligence
broad learning system
self-attention mechanism
tracking differentiator
feature extraction
incremental learning
Online Access:https://journal.szu.edu.cn/en/#/digest?ArticleID=2668
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