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。

2025-10-23 至 2025-10-23 共收录 6 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 4 篇

2510.19057 2025-10-23 eess.SP cs.RO 84%

Macroscopic EEG Reveals Discriminative Low-Frequency Oscillations in Plan-to-Grasp Visuomotor Tasks

Anna Cetera, Sima Ghafoori, Ali Rabiee, Mohammad Hassan Farhadi, Yalda Shahriari, Reza Abiri

机构 * Department of Electrical, Computer, and Biomedical Engineering, University of Rhode Island（电气、计算机与生物医学工程系，罗德岛大学）

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

Comments 12 pages, 8 figures, 1 table

2510.19174 2025-10-23 eess.AS eess.SP 79%

Auditory Attention Decoding from Ear-EEG Signals: A Dataset with Dynamic Attention Switching and Rigorous Cross-Validation

Yuanming Zhang, Zeyan Song, Jing Lu, Fei Chen, Zhibin Lin

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

2509.21567 2025-10-23 cs.AI cs.LG 79%

EEG-Based Consumer Behaviour Prediction: An Exploration from Classical Machine Learning to Graph Neural Networks

Mohammad Parsa Afshar, Aryan Azimi

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

2411.06928 2025-10-23 cs.SD cs.AI cs.CL eess.AS 67%

Multi-class Decoding of Attended Speaker Direction Using Electroencephalogram and Audio Spatial Spectrum

Yuanming Zhang, Jing Lu, Fei Chen, Haoliang Du, Xia Gao, Zhibin Lin

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

Comments Submitted to IEEE TNSRE

2. 神经信号处理 1 篇

2510.19680 2025-10-23 physics.app-ph cs.NA math.NA 50%

T2 mapping at 0.55 T using Ultra-Fast Spin Echo MRI

Margaux Roulet, Hamza Kebiri, Busra Bulut, Vladyslav Zalevskyi, Thomas Sanchez, Jean-Baptiste Ledoux, Vincent Dunet, Mériam Koob, Tom Hilbert, Tobias Kober, Erick J Canales-Rodriguez, Meritxell Bach Cuadra

专题命中神经信号处理：cortical(abstract)

3. BCI数据与评测 1 篇

2305.17403 2025-10-23 cs.LG eess.SP 81%

Source-Free Domain Adaptation for SSVEP-based Brain-Computer Interfaces

Osman Berke Guney, Deniz Kucukahmetler, Huseyin Ozkan

机构 * Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA（电气与计算机工程系，波士顿大学）； Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany（人类认知与脑科学Max Planck研究所，莱比锡，德国）； Faculty of Engineering and Natural Sciences, Sabanci University, Istanbul, Turkey（工程与自然科学学院，萨班奇大学，伊斯坦布尔，土耳其）

专题命中 BCI数据与评测：brain-computer interface(title)；BCI(abstract)；分类 eess.SP、cs.LG

Comments 31 pages (including a 7-page appendix); 6 figures (2 in the appendix)

Journal ref Journal of Neural Engineering, Volume 22, Number 5, 2025