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

Recursive Dynamics in Fast-Weights Homeostatic Reentry Networks: Toward Reflective Intelligence

B. G. Chae

机构 * Electronics and Telecommunications Research Institute（电子电信研究院） 纠错

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.LG

Comments 17 pages, 6 figures

AI-Enhanced High-Density NIRS Patch for Real-Time Brain Layer Oxygenation Monitoring in Neurological Emergencies

Minsu Ji, Jihoon Kang, Seongkwon Yu, Jaemyoung Kim, Bumjun Koh, Jimin Lee, Guil Jeong, Jongkwan choi, Chang-Ho Yun, Hyeonmin Bae

专题命中 神经信号处理 ：cortical(abstract)；分类 q-bio.NC

A Riemannian Framework for Linear and Quadratic Discriminant Analysis on the Tangent Space of Shapes

Susovan Pal, Roger P. Woods, Suchit Panjiyar, Elizabeth Sowell, Katherine L. Narr, Shantanu H. Joshi

专题命中 神经信号处理 ：cortical(abstract)

Long-bone microanatomy in elephants: microstructural insights into gigantic beasts

Camille Bader, Rémy Gilardet, Nicolas Rinder, Victoria Herridge, John R Hutchinson, Alexandra Houssaye

专题命中 神经信号处理 ：cortical(abstract)

Journal ref Zoological Journal of the Linnean Society, 2025, 204 (3)

Towards Human-AI-Robot Collaboration and AI-Agent based Digital Twins for Parkinson's Disease Management: Review and Outlook

Hassan Hizeh, Rim Chighri, Muhammad Mahboob Ur Rahman, Mohamed A. Bahloul, Ali Muqaibel, Tareq Y. Al-Naffouri

机构 * Computer, Electrical and Mathematical Sciences and Engineering Division (CEMSE), King Abdullah University of Science and Technology（计算机、电气与数学科学和工程系，国王 Abdullah 科学与技术大学） ； College of Engineering & Advanced Computing and the Translational Biomedical Engineering Research lab, Alfaisal University（工程与高级计算学院及转化生物医学工程研究实验室，阿尔法西尔大学） ； Electrical Engineering Department and the Center for Communication Systems and Sensing, King Fahd University of Petroleum and Minerals (KFUPM)（电气工程系及通信系统与感知中心，国王法赫德石油与矿物大学） 纠错

专题命中 脑控机器人 ：EEG(abstract)；分类 eess.SP、cs.RO

Comments 20 pages, 5 figures, 4 tables, under review with a journal