脑机接口 / BCI - arXivDaily 专题

2510.15890 2025-10-21 cs.HC cs.AI eess.SP 90%

A Real-Time BCI for Stroke Hand Rehabilitation Using Latent EEG Features from Healthy Subjects

F. M. Omar, A. M. Omar, K. H. Eyada, M. Rabie, M. A. Kamel, A. M. Azab

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

Comments Proceedings of the 7th Novel Intelligent and Leading Emerging Sciences Conference (NILES 2025)

2510.16548 2025-10-21 cs.LG 89%

NeurIPT: Foundation Model for Neural Interfaces

Zitao Fang, Chenxuan Li, Hongting Zhou, Shuyang Yu, Guodong Du, Ashwaq Qasem, Yang Lu, Jing Li, Junsong Zhang, Sim Kuan Goh

机构 * Xiamen University Malaysia（马来西亚厦门大学）； Columbia University（哥伦比亚大学）； The Hong Kong Polytechnic University（香港理工大学）； Xiamen University（厦门大学）； Harbin Institute of Technology (Shenzhen)（哈尔滨工业大学（深圳））

专题命中 EEG解码：neural interface(title,abstract)；BCI(abstract)；brain-computer interface(abstract)；EEG(abstract)

Comments Accepted by The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025). Project Page: https://ZzzitaoFang.github.io/projects/NeurIPT/

2412.07878 2025-10-21 cs.LG cs.AI eess.SP q-bio.NC 83%

Comparative Analysis of Deep Learning Approaches for Harmful Brain Activity Detection Using EEG

Shivraj Singh Bhatti, Aryan Yadav, Mitali Monga, Neeraj Kumar

机构 * Department of Computer Science and Engineering（计算机科学与工程系）； Thapar Institute of Engineering and Technology（泰帕尔工程与技术学院）

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

Comments 6 pages, 5 figures. Presented at IEEE CICT 2024. The paper discusses the application of multimodal data and training strategies in EEG-based brain activity classification

Journal ref 2024 IEEE 8th Int. Conf. on Info. and Comm. Tech. (CICT), pp. 1-6

2503.19949 2025-10-21 eess.IV cs.LG 79%

Automated Video-EEG Analysis in Epilepsy Studies: Advances and Challenges

Valerii A. Zuev, Elena G. Salmagambetova, Stepan N. Djakov, Lev V. Utkin

机构 * Peter the Great St.Petersburg Polytechnic University（彼得大帝圣彼得堡理工大学）

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

2506.10351 2025-10-21 cs.LG cs.AI 57%

PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation

Yanlong Chen, Mattia Orlandi, Pierangelo Maria Rapa, Simone Benatti, Luca Benini, Yawei Li

机构 * IIS, ETH Zurich（苏黎世联邦理工学院智能信息系统实验室）； DEI, University of Bologna（博洛尼亚大学电子工程学院）； DIEF, University of Modena and Reggio Emilia（摩德纳和雷吉奥艾米利亚大学经济工程学院）

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

Comments 43 pages, 17 figures, 17 tables. Accepted by NeurIPS 2025. Code and data are available at: github.com/ForeverBlue816/PhysioWave

2501.10885 2025-10-21 cs.LG 57%

CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention

Alexandru Dimofte, Glenn Anta Bucagu, Thorir Mar Ingolfsson, Xiaying Wang, Andrea Cossettini, Luca Benini, Yawei Li

机构 * University of Zurich（苏黎世大学）； Integrated Systems Laboratory, ETH Zürich（苏黎世联邦理工学院集成系统实验室）