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。

2025-10-02 至 2025-10-02 共收录 8 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 3 篇

2510.00032 2025-10-02 eess.SP cs.AI cs.CL cs.LG q-bio.NC 82%

WaveMind: Towards a Conversational EEG Foundation Model Aligned to Textual and Visual Modalities

Ziyi Zeng, Zhenyang Cai, Yixi Cai, Xidong Wang, Junying Chen, Rongsheng Wang, Yipeng Liu, Siqi Cai, Benyou Wang, Zhiguo Zhang, Haizhou Li

机构 * The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳））； Harbin Institute of Technology, Shenzhen（哈尔滨工业大学（深圳））

专题命中 EEG解码：EEG(title,abstract)；分类 q-bio.NC、eess.SP、cs.LG

2401.17231 2025-10-02 cs.CV cs.LG cs.NE q-bio.NC 81%

Achieving More Human Brain-Like Vision via Human EEG Representational Alignment

Zitong Lu, Yile Wang, Julie D. Golomb

机构 * Department of Psychology, The Ohio State University（心理学系，俄亥俄州立大学）； McGovern Institute for Brain Research, Massachusetts Institute of Technology（脑科学研究所，麻省理工学院）； Department of Neuroscience, The University of Texas at Dallas（神经科学系，德克萨斯大学达拉斯分校）

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

2502.17481 2025-10-02 eess.SP cs.AI cs.LG 62%

Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework

Cheol-Hui Lee, Hakseung Kim, Byung C. Yoon, Dong-Joo Kim

机构 * Department of Brain and Cognitive Engineering, Korea University（脑科学与认知工程系，韩国大学）； Interdisciplinary Program in Precision Public Health, Korea University（精准公共卫生跨学科项目，韩国大学）； Department of Radiology, Stanford University School of Medicine（放射科，斯坦福大学医学院）； VA Palo Alto Health Care System（帕洛阿尔托医疗系统）； Department of Neurology, Korea University College of Medicine（神经病学系，韩国大学医学院）

专题命中 EEG解码：EEG(abstract)；分类 eess.SP、cs.LG

Comments 18 pages, 5 figures

Journal ref IEEE Transactions on Cybernetics (2025)

2. 神经信号处理 2 篇

2510.00764 2025-10-02 q-bio.NC 79%

Emergence of Deviance Detection in Cortical Cultures through Maturation, Criticality, and Early Experience

Zhuo Zhang, Amit Yaron, Dai Akita, Tomoyo Isoguchi Shiramatsu, Zenas C. Chao, Hirokazu Takahashi

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

2510.01000 2025-10-02 q-bio.NC 57%

Some Further Developments on a Neurobiologically-based Model for Color Sensations in Humans

Charles Q. Wu

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

3. 脑控机器人 1 篇

2510.00703 2025-10-02 cs.RO 57%

MultiPhysio-HRC: Multimodal Physiological Signals Dataset for industrial Human-Robot Collaboration

Andrea Bussolan, Stefano Baraldo, Oliver Avram, Pablo Urcola, Luis Montesano, Luca Maria Gambardella, Anna Valente

机构 * ARM-Lab, SUPSI（ARM实验室，SUPSI）； Faculty of Informatics, USI（信息学院，USI）； Bitbrain ； Universidad de Zaragoza（萨拉戈萨大学）

专题命中脑控机器人：EEG(abstract)；分类 cs.RO

4. BCI数据与评测 2 篇

2510.00725 2025-10-02 cs.CV 82%

DEAP DIVE: Dataset Investigation with Vision transformers for EEG evaluation

Annemarie Hoffsommer, Helen Schneider, Svetlana Pavlitska, J. Marius Zöllner

机构 * Karlsruhe Institute of Technology (KIT)（卡尔斯鲁厄理工学院）； FZI Research Center for Information Technology（弗劳恩霍夫信息技术研究中心）

专题命中 BCI数据与评测：EEG(title,abstract)；neural signal(abstract)

Comments Accepted for publication at ABAW Workshop at ICCV2025

2506.18484 2025-10-02 eess.IV cs.CV 50%

GANs vs. Diffusion Models for virtual staining with the HER2match dataset

Pascal Klöckner, José Teixeira, Diana Montezuma, Jaime S. Cardoso, Hugo M. Horlings, Sara P. Oliveira

机构 * The Netherlands Cancer Institute, Amsterdam, The Netherlands（荷兰癌症研究所）； Faculty of Engineering, University of Porto, Porto, Portugal（葡萄牙波尔图大学工程学院）； IMP Diagnostics, Porto, Portugal（IMP诊断（葡萄牙波尔图））

专题命中 BCI数据与评测：BCI(abstract)