Decoding neural emotion patterns through large language model embeddings

Gideon Vos

doi:10.1016/j.neucom.2025.132513

2025-12-25

Mostafa Rahimi Azghadi

DOI：10.1016/j.neucom.2025.132513

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摘要

En 中文

• 本研究介绍了一种无需神经影像学即可将语言情感映射到脑区的计算框架。 • 嵌入（embeddings）与神经解剖学映射的整合通过不同的激活模式进行区分。 • 该框架通过将离散情感映射到神经解剖学上合理的区域，显示出高空间特异性。 • 预测的区域分配基于已建立的神经影像学坐标，需要进一步独立的验证。 • 为支持可重复研究并推动该领域发展，本研究中使用的所有代码均已公开。

Keyword:

68T01

92–08

0705Mh

8719La

Artificial intelligence

Mental health

Depression

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期刊

Neurocomputing

IF:

6.5

论文数:

2.5W

被引数:

6.5W

机构

James Cook University

学者数:

7.8K

论文数: 7.9K

被引数: 1.2W

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