脑机接口 / BCI

EEG-based AI-BCI Wheelchair Advancement: A Brain-Computer Interfacing Wheelchair System Using Deep Learning Approach

Biplov Paneru, Bishwash Paneru, Bipul Thapa, Khem Narayan Poudyal

专题命中 EEG解码 ：BCI(title,abstract)；EEG(title,abstract)；brain-computer interface(abstract)；分类 eess.SP、cs.HC

Comments The paper contains the outdated data as well as incoconsistent results. Much work is required for its revision and republishing

What your brain activity says about you: A review of neuropsychiatric disorders identified in resting-state and sleep EEG data

J. E. M. Scanlon, A. Pelzer, M. Gharleghi, K. C. Fuhrmeister, T. Köllmer, P. Aichroth, R. Göder, C. Hansen, K. I. Wolf

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

Comments 44 pages, 3 figures, 3 tables

Large EEG-U-Transformer for Time-Step Level Detection Without Pre-Training

Kerui Wu, Ziyue Zhao, Bülent Yener

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

Advancing Brainwave Modeling with a Codebook-Based Foundation Model

Konstantinos Barmpas, Na Lee, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos Laskaris, Stefanos Zafeiriou

机构 * Imperial College London（帝国理工学院伦敦分校） ； Cogitat ； National and Kapodistrian University of Athens（国家与资本主义大学雅典分校） ； Archimedes Research Unit（阿奇米德研究单位） ； Aristotle University of Thessaloniki（亚里士多德大学塞萨洛尼基分校） 纠错

专题命中 EEG解码 ：BCI(abstract)；brain-computer interface(abstract)；EEG(abstract)；分类 cs.LG、cs.HC

BrainFLORA: Uncovering Brain Concept Representation via Multimodal Neural Embeddings

Dongyang Li, Haoyang Qin, Mingyang Wu, Chen Wei, Quanying Liu

专题命中 EEG解码 ：brain-computer interface(abstract)；EEG(abstract)

Comments ACM MM 2025

Unlocking In-Context Learning for Natural Datasets Beyond Language Modelling

Jelena Bratulić, Sudhanshu Mittal, David T. Hoffmann, Samuel Böhm, Robin Tibor Schirrmeister, Tonio Ball, Christian Rupprecht, Thomas Brox

机构 * Computer Vision Group, University of Freiburg（弗赖堡大学计算机视觉组） ； Neuromedical A.I. Lab, Medical Center -- University of Freiburg（弗赖堡大学医学神经AI实验室） ； Medical Physics, Medical Center -- University of Freiburg（弗赖堡大学医学物理） ； Visual Geometry Group, University of Oxford（牛津大学视觉几何组） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Best Paper Honorable Mention at GCPR 2025 (German Conference on Pattern Recognition). This is the updated version submitted to the conference, not the official conference proceedings

Assessing Workers Neuro-physiological Stress Responses to Augmented Reality Safety Warnings in Immersive Virtual Roadway Work Zones

Fatemeh Banani Ardecani, Omidreza Shoghli

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Divergence Phase Index: A Riesz-Transform Framework for Multidimensional Phase Difference Analysis

Magaly Catanzariti, Hugo Aimar, Diego M. Mateos

专题命中 EEG解码 ：EEG(abstract)

Comments 19 pages; 4 figures

Simultaneously Determining Regional Heterogeneity and Connection Directionality from Neural Activity and Symmetric Connection

Jiawen Chang, Zhuda Yang, Changsong Zhou

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

Comments 70 pages, 5 figure

Model-Guided Microstimulation Steers Primate Visual Behavior

Johannes Mehrer, Ben Lonnqvist, Anna Mitola, Abdulkadir Gokce, Paolo Papale, Martin Schrimpf

机构 * EPFL（瑞士联邦理工学院） ； Netherlands Institute for Neuroscience（荷兰神经科学研究所） ； University of Parma（帕尔马大学） 纠错

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