科学与医疗

脑机接口 / BCI

脑机接口、EEG、神经信号解码、神经假体和脑控交互。

2025-11-20 至 2025-11-20 共收录 5 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 5 篇

2511.15218 2025-11-20 cs.HC 85%

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

2511.15138 2025-11-20 cs.LG cs.HC 84%

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）

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

2511.10596 2025-11-20 eess.SY cs.SY eess.SP 79%

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

2511.15012 2025-11-20 cs.HC 79%

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

2511.15013 2025-11-20 cs.HC 57%

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)