脑机接口 / BCI

NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment

Wenjiang Zhang, Sifeng Wang, Yuwei Su, Xinyu Li, Chen Zhang, Suyu Zhong

专题命中 EEG解码 ：EEG(title,abstract)；brain-computer interface(abstract)；neural decoding(abstract)

Comments AAAI 2026

Bridging Accuracy and Explainability in EEG-based Graph Attention Network for Depression Detection

Soujanya Hazra, Sanjay Ghosh

机构 * Department of Electrical Engineering, Indian Institute of Technology Kharagpur（印度理工学院Kharagpur电子工程系） 纠错

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments 13 pages, 3 tables, and 7 fugures

Towards Attention-Aware Large Language Models: Integrating Real-Time Eye-Tracking and EEG for Adaptive AI Responses

Dan Zhang

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC

Comments 9 pages

Aligning Brain Signals with Multimodal Speech and Vision Embeddings

Kateryna Shapovalenko, Quentin Auster

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG