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。

2025-11-04 至 2025-11-04 共收录 6 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 1 篇

2511.01784 2025-11-04 q-bio.NC 79%

Variational Representational Similarity Analysis (vRSA) for M/EEG

Alex Lepauvre, Lucia Melloni, Karl Friston, Peter Zeidman

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC

Comments 24 pages, 7 figures, code available at https://github.com/pzeidman/vRSA_MEEG

2. 神经信号处理 2 篇

2511.00558 2025-11-04 physics.bio-ph physics.comp-ph 78%

Diversity in emergent cell locomotion from the coupling cytosolic and cortical Marangoni flows with reaction-diffusion dynamics

Blaž Ivšić, Igor Weber, Piotr Nowakowski, Ana-Sunčana Smith

专题命中神经信号处理：cortical(title,abstract)

Comments 23 pages, 6 figures

2508.10298 2025-11-04 cs.LG cs.CV eess.IV 57%

SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning

Weijian Mai, Jiamin Wu, Yu Zhu, Zhouheng Yao, Dongzhan Zhou, Andrew F. Luo, Qihao Zheng, Wanli Ouyang, Chunfeng Song

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室）； The University of Hong Kong（香港大学）； The Chinese University of Hong Kong（香港中文大学）

专题命中神经信号处理：cortical(abstract)；分类 cs.LG

Comments Accepted by NeurIPS 2025

3. 脑控机器人 1 篇

2511.00259 2025-11-04 cs.RO cs.ET cs.HC 62%

Tailored robotic training improves hand function and proprioceptive processing in stroke survivors with proprioceptive deficits: A randomized controlled trial

Andria J. Farrens, Luis Garcia-Fernandez, Raymond Diaz Rojas, Jillian Obeso Estrada, Dylan Reinsdorf, Vicky Chan, Disha Gupta, Joel Perry, Eric Wolbrecht, An Do, Steven C. Cramer, David J. Reinkensmeyer

专题命中脑控机器人：EEG(abstract)；分类 cs.HC、cs.RO

Comments Main manuscript: 38 pages (double spaced, with references), 6 figures, 2 tables and collated supplemental materials (17 pages, double spaced)

4. 语音与意图解码 1 篇

2311.09889 2025-11-04 cs.CL 75%

BrainLLM: Generative Language Decoding from Brain Recordings

Ziyi Ye, Qingyao Ai, Yiqun Liu, Maarten de Rijke, Min Zhang, Christina Lioma, Tuukka Ruotsalo

机构 * Tsinghua University, Beijing, China（清华大学）； University of Amsterdam, Amsterdam, Netherlands（阿姆斯特丹大学）； University of Copenhagen, Copenhagen, Denmark（哥本哈根大学）； Lappeenranta-Lahti University of Technology, Lappeenranta, Finland（拉普兰塔-拉赫蒂技术大学）

专题命中语音与意图解码：BCI(abstract)；brain-computer interface(abstract)；cortical(abstract)

Comments Nature Communications Biology

Journal ref Communications Biology, 2025, 8(1): 346

5. BCI数据与评测 1 篇

2511.01334 2025-11-04 cs.RO cs.AI cs.HC 62%

Embodied Cognition Augmented End2End Autonomous Driving

Ling Niu, Xiaoji Zheng, Han Wang, Chen Zheng, Ziyuan Yang, Bokui Chen, Jiangtao Gong

机构 * Tsinghua University（清华大学）； University of Washington（华盛顿大学）

专题命中 BCI数据与评测：EEG(abstract)；分类 cs.HC、cs.RO

Comments 24 pages,4 pages

Journal ref NeurIPS 2025