Multilevel prototype constraints based on hyperbolic space for EEG auditory attention decoding

doi:10.1016/j.patcog.2026.113741

2026-04-24

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DOI：10.1016/j.patcog.2026.113741

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摘要

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• 提出了一种带双曲嵌入的多级原型优化策略。• 设计了中心约束以克服特征分布扩散。• HE-MLPO能够通过多重约束建模层次属性。

Keyword:

Hyperbolic embedding

Multilevel prototype optimization

EEG auditory attention decoding

Hierarchical constraints

Feature distribution modeling

期刊

Pattern Recognition

IF:

7.6

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1.3W

被引数:

4.5W

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Tianjin University

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Xichang Satellite Launch Center

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chengdu university of information technology

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University of Electronic Science and Technology of China

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Sichuan University

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1.4W

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