脑机接口 / BCI - arXivDaily 专题

2509.14056 2025-09-18 cs.HC 83%

EEG-Based Cognitive Load Classification During Landmark-Based VR Navigation

Jiahui An, Bingjie Cheng, Dmitriy Rudyka, Elisa Donati, Sara Fabrikant

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

Comments 11 pages, 7 figures

2403.08592 2025-09-18 cs.LG q-bio.QM 70%

Data-Efficient Sleep Staging with Synthetic Time Series Pretraining

Niklas Grieger, Siamak Mehrkanoon, Stephan Bialonski

机构 * Department of Medical Engineering and Technomathematics, FH Aachen University of Applied Sciences（弗劳恩霍夫亚琛应用科学大学医学工程与技术数学系）； Department of Information and Computing Sciences, Utrecht University（乌得勒支大学信息与计算科学系）； Institute for Data-Driven Technologies, FH Aachen University of Applied Sciences（弗劳恩霍夫亚琛应用科学大学数据驱动技术研究所）

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

Comments 15 pages, 4 figures, 1 table

Journal ref Grieger, N., Mehrkanoon, S., Bialonski, S. (2025). Data-Efficient Sleep Staging with Synthetic Time Series Pretraining. Algorithms, 18(9), 580

1. EEG解码 2 篇

EEG-Based Cognitive Load Classification During Landmark-Based VR Navigation

Data-Efficient Sleep Staging with Synthetic Time Series Pretraining