脑机接口 / BCI

Bayesian Mixed-Effects Models for Multilevel Two-way Functional Data: Applications to EEG Experiments

Xiaomeng Ju, Thaddeus Tarpey, Hyung G Park

专题命中 EEG解码 ：EEG(title,abstract)

NeuroCLIP: A Multimodal Contrastive Learning Method for rTMS-treated Methamphetamine Addiction Analysis

Chengkai Wang, Di Wu, Yunsheng Liao, Wenyao Zheng, Ziyi Zeng, Xurong Gao, Hemmings Wu, Zhoule Zhu, Jie Yang, Lihua Zhong, Weiwei Cheng, Yun-Hsuan Chen, Mohamad Sawan

机构 * CenBRAIN Neurotech Center of Excellence, School of Engineering, Westlake University（西溪大学工程学院先进神经技术中心） ； School of Data Science, Xiamen University Malaysia（马来西亚厦门大学数据科学学院） ； Department of Neurosurgery, Second Affiliated Hospital, School of Medicine, Zhejiang University（浙江大学医学院附属第二医院神经外科） ； Department of Education and Correction, Zhejiang Gongchen Compulsory Isolated Detoxification Center（浙江省公检强制隔离戒毒所教育矫正部） ； Zhejiang Liangzhu Compulsory Isolated Detoxification Center（浙江省良渚强制隔离戒毒所） 纠错

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

Functional Architecture of the Human Hypothalamus: Cortical Coupling and Subregional Organization Using 7-Tesla fMRI

Kent M. Lee, Joshua Rodriguez, Ludger Hartley, Philip A. Kragel, Lorena Chanes, Tor D. Wager, Karen S. Quigley, Lawrence L. Wald, Marta Bianciardi, Lisa Feldman Barrett, Jordan E. Theriault, Ajay B. Satpute

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

Comments 36 pages, 1 table, 4 figures, 1 supplementary figure

Predicting Brain Responses To Natural Movies With Multimodal LLMs

Cesar Kadir Torrico Villanueva, Jiaxin Cindy Tu, Mihir Tripathy, Connor Lane, Rishab Iyer, Paul S. Scotti

机构 * Medical AI Research Center (MedARC)（医学人工智能研究中心（MedARC）） ； Psychological and Brain Sciences, Dartmouth College（心理学与脑科学系，达特茅斯学院） ； Core for Advanced Magnetic Resonance Imaging (CAMRI), Baylor College of Medicine（先进磁共振成像核心（CAMRI），贝勒医学院） ； Sophont ； Princeton Neuroscience Institute（普林斯顿神经科学研究所） 纠错

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

Comments Code available at https://github.com/MedARC-AI/algonauts2025

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning

Ziyi Liang, Annie Qu, Babak Shahbaba

机构 * Department of Statistics, University of California, Irvine, CA, USA（统计学系，加州大学伊维奇分校） ； Department of Statistics and Applied Probability, University of California, Santa Barbara, CA, USA（统计学与应用概率系，加州大学圣巴巴拉分校） 纠错

专题命中 其他BCI ：neural decoding(abstract)；分类 cs.LG