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。

2025-09-22 至 2025-09-22 共收录 5 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 5 篇

2509.15449 2025-09-22 cs.HC eess.SP 88%

In-Ear Electrode EEG for Practical SSVEP BCI

Surej Mouli, Ramaswamy Palaniappan, Emmanuel Molefi, Ian McLoughlin

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

Comments 12 pages

2508.07731 2025-09-22 cs.HC cs.AI 83%

CognitiveArm: Enabling Real-Time EEG-Controlled Prosthetic Arm Using Embodied Machine Learning

Abdul Basit, Maha Nawaz, Saim Rehman, Muhammad Shafique

机构 * eBRAIN Lab, Division of Engineering（eBRAIN实验室，工程学院）

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

Comments 7 pages, 12 figures, Accepted to 62nd DAC 2025

2509.15439 2025-09-22 cs.IR cs.AI 82%

Dual-Mode Visual System for Brain-Computer Interfaces: Integrating SSVEP and P300 Responses

Ekgari Kasawala, Surej Mouli

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

Comments 15 Pages

2509.15259 2025-09-22 cs.LG cs.AI 79%

IEFS-GMB: Gradient Memory Bank-Guided Feature Selection Based on Information Entropy for EEG Classification of Neurological Disorders

Liang Zhang, Hanyang Dong, Jia-Hong Gao, Yi Sun, Kuntao Xiao, Wanli Yang, Zhao Lv, Shurong Sheng

机构 * Institute of Artificial Intelligence, Heifei Comprehensive National Science Center（人工智能研究院）； School of Artificial Intelligence, Anhui University（人工智能学院）； McGovern Institute for Brain Research, Peking University（脑科学研究院）； Center for MRI Research, Academy for Advanced Interdisciplinary Studies, Peking University（磁共振研究中心）； Anhui Province Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University（多模态认知计算重点实验室）

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

2506.00337 2025-09-22 cs.LG 57%

Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification

Ming Hu, Jianfu Yin, Mingyu Dou, Yuqi Wang, Ruochen Dang, Siyi Liang, Feiyu Zhu, Cong Hu, Yao Wang, Bingliang Hu, Quan Wang

机构 * Xi’an Institute of Optics and Precision Mechanics, CAS（西安光学精密机械研究所，中国科学院）； University of Chinese Academy of Sciences（中国科学院大学）； Southwest Jiaotong University（西南交通大学）； Zhongnan Hospital of Wuhan University（武汉大学中南医院）； Xi’an Jiaotong University（西安交通大学）； National Key Laboratory of Information Systems Engineering（信息系统工程国家重点实验室）

专题命中 EEG解码：EEG(abstract)；分类 cs.LG