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。

2025-08-20 至 2025-08-20 共收录 5 篇信号源：q-bio.NC, eess.SP, cs.LG, cs.HC, cs.RO

1. EEG解码 4 篇

2508.13807 2025-08-20 q-bio.NC 83%

EEG Blink Artifacts Can Identify Read Music in Listening and Imagery

Abhinav Uppal, Dillan Cellier, Min Suk Lee, Sean Bauersfeld, Yuchen Xu, Shihab A. Shamma, Gert Cauwenberghs, Virginia R. de Sa

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

Comments Accepted for publication in IEEE NER 2025

2507.14698 2025-08-20 cs.LG cs.AI cs.HC eess.SP 82%

Spatial-Temporal Transformer with Curriculum Learning for EEG-Based Emotion Recognition

Xuetao Lin, Tianhao Peng, Peihong Dai, Yu Liang, Wenjun Wu

机构 * Beihang University（北京航空航天大学）； SKLCCSE（复杂与关键软件环境国家重点实验室）； Beijing University of Technology（北京理工大学）

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

2506.22807 2025-08-20 cs.CV 82%

FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition

Yueyang Li, Shengyu Gong, Weiming Zeng, Nizhuan Wang, Wai Ting Siok

机构 * Department of Chinese and Bilingual Studies, The Hong Kong Polytechnic University（中文与双语研究系，香港理工大学）； School of Information Engineering, Shanghai Maritime University（信息工程学院，上海海洋大学）

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

Journal ref 2025 International Conference on Machine Intelligence and Nature-InspireD Computing (MIND), 2025

2505.17972 2025-08-20 cs.CV cs.LG 79%

MR-EEGWaveNet: Multiresolutional EEGWaveNet for Seizure Detection from Long EEG Recordings

Kazi Mahmudul Hassan, Xuyang Zhao, Hidenori Sugano, Toshihisa Tanaka

机构 * Department of Electronic and Information Engineering, Tokyo University of Agriculture and Technology（东京农业科技大学电子与信息工程系）； Medical Science Data-driven Mathematics Team, RIKEN Center for Interdisciplinary Theoretical and Mathematical Sciences（RIKEN跨学科理论与数学科学中心医学科学数据驱动数学团队）； Medical Data Mathematical Reasoning Special Team, RIKEN Center for Integrative Medical Sciences（RIKEN整合医学科学中心医学数据数学推理特别团队）； Department of Artificial Intelligence Medicine, Chiba University（千叶大学人工智能医学系）； Department of Neurosurgery, Juntendo University School of Medicine（武藏野大学医学部神经外科）

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

Comments 33 pages, 10 figures, 18 tables

2. 神经信号处理 1 篇

2505.23509 2025-08-20 cs.SD cs.LG eess.AS 57%

Spectrotemporal Modulation: Efficient and Interpretable Feature Representation for Classifying Speech, Music, and Environmental Sounds

Andrew Chang, Yike Li, Iran R. Roman, David Poeppel

机构 * New York University（纽约大学）； Queen Mary University of London（伦敦大学女王学院）； Max Planck Society（马克斯·普朗克协会）

专题命中神经信号处理：BCI(abstract)；分类 cs.LG

Comments Interspeech 2025