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。

2025-08-01 至 2025-08-01 共收录 5 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 3 篇

2507.22892 2025-08-01 cs.HC cs.CL 83%

Hybrid EEG--Driven Brain--Computer Interface: A Large Language Model Framework for Personalized Language Rehabilitation

Ismail Hossain, Mridul Banik

机构 * Department of Computer Science George Mason University Fairfax, VA, USA ； Department of Computer Science Colorado State University Fort Collins, CO, USA

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

2507.23450 2025-08-01 math.NA cs.NA 82%

The Effect of Prior Parameters on Standardized Kalman Filter-Based EEG Source Localization

Dilshanie Prasikala, Joonas Lahtinen, Alexandra Koulouri, Sampsa Pursiainen

专题命中 EEG解码：EEG(title,abstract)；cortical(abstract)

2408.09186 2025-08-01 cs.HC cs.AI 79%

EEG-SCMM: Soft Contrastive Masked Modeling for Cross-Corpus EEG-Based Emotion Recognition

Qile Liu, Weishan Ye, Lingli Zhang, Zhen Liang

机构 * Shenzhen University（深圳大学）

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

Comments 18 pages, 10 figures, 14 tables. Accepted in ACMMM 2025

2. 神经信号处理 1 篇

2507.23525 2025-08-01 nlin.AO 82%

Wave Turbulence and Cortical Dynamics

Gerald Kaushallye Cooray

专题命中神经信号处理：cortical(title,abstract)；EEG(abstract)

3. 运动想象 1 篇

2502.17482 2025-08-01 eess.SP cs.LG 88%

MVCNet: Multi-View Contrastive Network for Motor Imagery Classification

Ziwei Wang, Siyang Li, Xiaoqing Chen, Dongrui Wu

机构 * Ministry of Education Key Laboratory of Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology（教育部图像处理与智能控制重点实验室，人工智能与自动化学院，华中科技大学）； Shenzhen Huazhong University of Science and Technology Research Institute（深圳华中科技大学研究院）

专题命中运动想象：motor imagery(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；EEG(abstract)

Comments 12 pages, 9 figures