LEEM: A Large EEG-based Emotion Model with Brain-Inspired Sparse Experts

Zihan Zhang; Xiao Ding; Tianyi Jiang; Junhao Gao; Xia Liang

2026

ICASSPSole first author独立一作

LEEM: A Large EEG-based Emotion Model with Brain-Inspired Sparse ExpertsLEEM：结合类脑稀疏专家的EEG情绪大模型

Zihan Zhang, Xiao Ding^*, Tianyi Jiang, Junhao Gao, Xia Liang

Corresponding author通讯作者

Brain–computer interfaces脑机接口Brain-inspired AI类脑人工智能

Research overview研究介绍

EEG-based emotion modeling with brain-inspired sparse experts.将脑启发的稀疏专家机制用于基于EEG的情绪建模。

Publication details发表信息

Venue期刊／会议: ICASSP
Year年份: 2026
Publication type成果类型: Conference paper会议论文

Paper论文

Citation引用

@inproceedings{zhang2026leem,
  title = {LEEM: A Large EEG-based Emotion Model with Brain-Inspired Sparse Experts},
  author = {Zhang, Zihan and Ding, Xiao and Jiang, Tianyi and Gao, Junhao and Liang, Xia},
  booktitle = {ICASSP 2026 - IEEE International Conference on Acoustics, Speech and Signal Processing},
  pages = {6656--6660},
  year = {2026}
}