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。

2025-09-18 至 2025-09-18 共收录 3 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 2 篇

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

2. 神经信号处理 1 篇

2509.13459 2025-09-18 q-bio.NC cs.LG cs.NE 76%

Why all roads don't lead to Rome: Representation geometry varies across the human visual cortical hierarchy

Arna Ghosh, Zahraa Chorghay, Shahab Bakhtiari, Blake A. Richards

机构 * Mila - Quebec AI Institute（魁北克人工智能研究所）； Computer Science, McGill University（麦吉尔大学计算机科学系）； Department of Psychology, Université de Montréal（蒙特利尔大学心理学系）； Department of Neurology & Neurosurgery, McGill University（麦吉尔大学神经学与神经外科系）； Montreal Neurological Institute（蒙特利尔神经科学研究所）； CIFAR Learning in Machines & Brains Program（CIFAR机器与大脑学习计划）

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

Comments 9 pages, 4 figures