脑机接口 / BCI

EEG-Based Framework for Reflexive and Perceptual Assessment in CLIS: Preliminary Study in Healthy Volunteers

Nicoli Leal, Rute Bettencourt, Urbano J. Nunes, Gabriel Pires

专题命中 EEG解码 ：EEG(title)；BCI(abstract)；brain-computer interface(abstract)；分类 q-bio.NC、eess.SP

Comments 4 pages, 5 figures, accepted for 8th IEEE ENBENG Conference

ELPG-DTFS: Prior-Guided Adaptive Time-Frequency Graph Neural Network for EEG Depression Diagnosis

Jingru Qiu, Jiale Liang, Xuanhan Fan, Mingda Zhang, Zhenli He

机构 * School of Software, Yunnan University（云南大学软件学院） ； Yunnan Key Laboratory of Software Engineering, Yunnan University（云南软件工程重点实验室） ； Engineering Research Center of Cyberspace, Yunnan University（云南网络空间工程研究中心） ； School of Medical Technology, Beijing Institute of Technology（北京理工大学医学技术学院） 纠错

专题命中 EEG解码 ：EEG(title,abstract)

Comments 8 page,3 figures

A Predictive Approach To Enhance Time-Series Forecasting

Skye Gunasekaran, Assel Kembay, Hugo Ladret, Rui-Jie Zhu, Laurent Perrinet, Omid Kavehei, Jason Eshraghian

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系） ； University of California Santa Cruz（加州大学圣克鲁兹分校） ； Friedrich Miescher Institute for Biomedical Research（弗里德里希·迈斯切尔生物医学研究中心） ； Institut de Neurosciences de la Timone Aix Marseille Univ CNRS（里沃利神经科学研究所） ； School of Biomedical Engineering The University of Sydney（悉尼大学生物医学工程学院） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Dyadic Neural Dynamics: Extending Representation Learning to Social Neuroscience

Maria Glushanina, Jeffrey Huang, Michelle McCleod, Brendan Ames, Evie Malaia

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens

Zijian Dong, Ruilin Li, Joanna Su Xian Chong, Niousha Dehestani, Yinghui Teng, Yi Lin, Zhizhou Li, Yichi Zhang, Yapei Xie, Leon Qi Rong Ooi, B. T. Thomas Yeo, Juan Helen Zhou

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

Comments NeurIPS 2025. The first two authors contributed equally

Training Tactile Sensors to Learn Force Sensing from Each Other

Zhuo Chen, Ni Ou, Xuyang Zhang, Zhiyuan Wu, Yongqiang Zhao, Yupeng Wang, Emmanouil Spyrakos Papastavridis, Nathan Lepora, Lorenzo Jamone, Jiankang Deng, Shan Luo

专题命中 脑控机器人 ：cortical(abstract)；分类 cs.RO

Theoretical framework of passive ME antenna arrays enabling in-vivo monitoring: A pathway to smart implants

Kalpesh Jaykar, Prasanth Velvaluri, Nian X. Sun, Richard D. James

专题命中 神经假体 ：BCI(abstract)；brain-computer interface(abstract)；分类 eess.SP

Eye-Tracking and BCI Integration for Assistive Communication in Locked-In Syndrome: Pilot Study with Healthy Participants

Ana Patrícia Pinto, Rute Bettencourt, Urbano J. Nunes, Gabriel Pires

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

Comments 4 pages, 4 figures, accepted for the 8th IEEE ENBENG 2025 Conference

A Robust Multi-Scale Framework with Test-Time Adaptation for sEEG-Based Speech Decoding

Suli Wang, Yang-yang Li, Siqi Cai, Haizhou Li

专题命中 语音与意图解码 ：BCI(abstract)；brain-computer interface(abstract)；neural signal(abstract)；分类 cs.HC

Explicit modelling of subject dependency in BCI decoding

Michele Romani, Francesco Paissan, Andrea Fossà, Elisabetta Farella

机构 * University of Trento（特伦托大学） ； University of Bologna（博洛尼亚大学） ； Fondazione Bruno Kessler（布鲁诺·凯斯勒基金会） 纠错

专题命中 BCI数据与评测 ：BCI(title)；brain-computer interface(abstract)；分类 cs.LG、cs.HC

Comments 5 pages, 3 figures, conference paper