脑机接口 / BCI

Efficient Transformer-Integrated Deep Neural Architectures for Robust EEG Decoding of Complex Visual Imagery

Byoung-Hee Kwon

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

Comments Doctoral dissertation, Korea University, 2025

Cross-Modal Consistency-Guided Active Learning for Affective BCI Systems

Hyo-Jeong Jang, Hye-Bin Shin, Kang Yin

机构 * Dept. of Brain and Cognitive Engineering（脑科学与认知工程系） ； Korea University（韩国大学） ； Dept. of Artificial Intelligence（人工智能系） 纠错

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

Artifacts Are Not Noise: Embodied Resonance and the 70% Signal Loss in Conventional EEG

Ahmed Gamal Eldin

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments v3: Major revision. Adds ICA vs. raw data comparison. Finds artifact rejection masks the core correlation (r=0.59 -> r=0.19), supporting an embodied cognition framework. R vs. ITC comparison added to main text. Expanded discussion on methodology, embodied resonance, & AI. Abstract & theory updated based on new data & feedback

A Quantitative Framework for Assessing Sleep Quality from EEG Time Series in Complex Dynamic Systems

Gi-Hwan Shin

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

Comments Doctoral dissertation, Korea University, 2025

Personalized targeted memory reactivation enhances consolidation of challenging memories via slow wave and spindle dynamics

Gi-Hwan Shin, Young-Seok Kweon, Seungwon Oh, Seong-Whan Lee

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Journal ref npj Science of Learning 10 (1), 47 (2025)

Integrating Causal Inference with Graph Neural Networks for Alzheimer's Disease Analysis

Pranay Kumar Peddi, Dhrubajyoti Ghosh

机构 * Kennesaw State University（凯斯韦尔州立大学） 纠错

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

Anatomical Foundation Models for Brain MRIs

Carlo Alberto Barbano, Matteo Brunello, Benoit Dufumier, Marco Grangetto

机构 * University of Turin（都灵大学） 纠错

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

Comments Updated version; added ablation study

Modulating the tennis racket grip during motor imagery influences serve accuracy and performance: A pilot study

Aymeric Guillot, Julien Gauthier, Jeanne Lejoncour, Franck Di Rienzo

专题命中 运动想象 ：motor imagery(title,abstract)；分类 q-bio.NC