EEG Emotion Copilot: Optimizing lightweight LLMs for emotional EEG interpretation with assisted medical record generation

Hongyu Chen; Weiming Zeng; Chengcheng Chen; Luhui Cai; Fei Wang; Yuhu Shi; Lei Wang; Wei Zhang; Yueyang Li; Hongjie Yan; Wai Ting Siok; Nizhuan Wang

doi:10.1016/j.neunet.2025.107848

EEG Emotion Copilot: Optimizing lightweight LLMs for emotional EEG interpretation with assisted medical record generation

Hongyu Chen(Shanghai Maritime University), Weiming Zeng(Shanghai Maritime University), Chengcheng Chen(Shanghai Maritime University), Luhui Cai(Shanghai Maritime University), Fei Wang(Shanghai Maritime University), Yuhu Shi(Shanghai Maritime University), Lei Wang(Shanghai Maritime University), Wei Zhang(Shanghai Maritime University), Yueyang Li(Shanghai Maritime University), Hongjie Yan(Xuzhou Medical College), Wai Ting Siok(Hong Kong Polytechnic University), Nizhuan Wang(Hong Kong Polytechnic University)

Neural Networks

July 15, 2025

10.1016/j.neunet.2025.107848

Cited by 16

Abstract

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