脑机接口 / BCI

From Noise to Insight: Visualizing Neural Dynamics with Segmented SNR Topographies for Improved EEG-BCI Performance

Eva Guttmann-Flury, Shan Zhao, Jian Zhao, Mohamad Sawan

专题命中 EEG解码 ：BCI(title,abstract)；EEG(title,abstract)；brain-computer interface(abstract)；分类 q-bio.NC

Exploring aperiodic, complexity and entropic brain changes during non-ordinary states of consciousness

Victor Oswald, Karim Jerbi, Corine Sombrun, Hamza Abdelhedi, Annen Jitka, Charlotte Martial, Audrey Vanhaudenhuyse, Olivia Gosseries

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments The last two listed authors contributed equally

Individualized Mapping of Aberrant Cortical Thickness via Stochastic Cortical Self-Reconstruction

Christian Wachinger, Dennis Hedderich, Melissa Thalhammer, Fabian Bongratz

机构 * Lab for Artificial Intelligence in Medical Imaging, Institute for Diagnostic and Interventional Radiology, School of Medicine and Health, TUM Klinikum, Technical University of Munich (TUM)（人工智能在医学影像中的实验室、诊断与介入放射学研究所、医学与健康学院、TUM医院、慕尼黑技术大学） ； Munich Center for Machine Learning (MCML)（慕尼黑机器学习中心） ； Department of Neuroradiology, School of Medicine and Health, TUM Klinikum, Technical University of Munich (TUM)（神经放射科、医学与健康学院、TUM医院、慕尼黑技术大学） 纠错

专题命中 神经信号处理 ：cortical(title,abstract)

Comments Accepted for publication in Medical Image Analysis

BRAID: Input-Driven Nonlinear Dynamical Modeling of Neural-Behavioral Data

Parsa Vahidi, Omid G. Sani, Maryam M. Shanechi

机构 * Electrical and Computer Engineering, 2 Computer Science, 3 Biomedical Engineering（电气与计算机工程、计算机科学、生物医学工程） ； Viterbi School of Engineering, University of Southern California (USC)（维特比工程学院，南加州大学） 纠错

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

Comments Published at the International Conference on Learning Representations (ICLR) 2025. Code is available at GitHub https://github.com/ShanechiLab/BRAID

Journal ref ICLR 2025