脑机接口 / BCI

DLGE: Dual Local-Global Encoding for Generalizable Cross-BCI-Paradigm

Jingyuan Wang, Junhua Li

机构 * School of Computer Science and Electronic Engineering, University of Essex（计算机科学与电子工程学院，埃塞克斯大学） 纠错

专题命中 EEG解码 ：BCI(title,abstract)；brain-computer interface(abstract)；EEG(abstract)；motor imagery(abstract)

ADHDeepNet From Raw EEG to Diagnosis: Improving ADHD Diagnosis through Temporal-Spatial Processing, Adaptive Attention Mechanisms, and Explainability in Raw EEG Signals

Ali Amini, Mohammad Alijanpour, Behnam Latifi, Ali Motie Nasrabadi

机构 * Centre of Real Time Computer Systems, Faculty of Informatics（信息学院实时计算机系统中心） ； Kaunas University of Technology（考纳斯技术大学） ； University of Central Florida（中央佛罗里达大学） ； Amirkabir University of Technology（阿米尔卡比尔技术大学） ； Shahed University（沙赫德大学） 纠错

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

Comments 29 pages, 7 figures. Preprint. Correspondence: alijanpour@ucf.edu

ArtifactGen: Benchmarking WGAN-GP vs Diffusion for Label-Aware EEG Artifact Synthesis

Hritik Arasu, Faisal R Jahangiri

机构 * Department of Behavior and Brain Sciences（行为与脑科学系） ； University of Texas at Dallas（德克萨斯大学达拉斯分校） 纠错

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

Comments 16 Pages, 6 figures

Guiding Soft Robots with Motor-Imagery Brain Signals and Impedance Control

Maximilian Stölzle, Sonal Santosh Baberwal, Daniela Rus, Shirley Coyle, Cosimo Della Santina

机构 * Cognitive Robotics department, Delft University of Technology（德鲁斯特大学认知机器人学系） ； School of Electronics Engineering, Dublin City University（都柏林城市大学电子工程学院） 纠错

专题命中 EEG解码 ：EEG(abstract)；motor imagery(abstract)；分类 cs.RO

Comments 8 pages, presented at 7th IEEE-RAS International Conference on Soft Robotics (2024)

Journal ref 2024 IEEE 7th International Conference on Soft Robotics (RoboSoft), San Diego, CA, USA, 2024, pp. 276-283

Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting

Ivan Stoyanov, Fabian Bongratz, Christian Wachinger

机构 * Lab for AI in Medical Imaging, Technical University of Munich, Munich, Germany（人工智能医学影像实验室，慕尼黑技术大学，慕尼黑，德国） ； Munich Center for Machine Learning, Munich, Germany（慕尼黑机器学习中心，慕尼黑，德国） 纠错

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

Machine Learning-Based Prediction of Speech Arrest During Direct Cortical Stimulation Mapping

Nikasadat Emami, Amirhossein Khalilian-Gourtani, Jianghao Qian, Antoine Ratouchniak, Xupeng Chen, Yao Wang, Adeen Flinker

机构 * Department of Electrical and Computer Engineering, New York University（电气与计算机工程系，纽约大学） ； Department of Neurology, New York University（神经病学系，纽约大学） ； Department of Biomedical Engineering, New York University（生物医学工程系，纽约大学） 纠错

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

Comments Accepted at IEEE International Conference on Neural Engineering (NER), 2025. This is the author's accepted manuscript

Validation of a CT-brain analysis tool for measuring global cortical atrophy in older patient cohorts

Sukhdeep Bal, Emma Colbourne, Jasmine Gan, Ludovica Griffanti, Taylor Hanayik, Nele Demeyere, Jim Davies, Sarah T Pendlebury, Mark Jenkinson

专题命中 神经信号处理 ：cortical(title)

Comments 6 figures