脑机接口 / BCI

Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding

Yuanhao Li, Badong Chen, Yuxi Shi, Natsue Yoshimura, Yasuharu Koike

专题命中 EEG解码 ：brain-computer interface(abstract)；EEG(abstract)；分类 q-bio.NC、cs.LG

Journal ref IEEE Transactions on Biomedical Engineering (Volume: 70, Issue: 8, August 2023)

Is the cortical dynamics ergodic? A numerical study in partially symmetric networks of spiking neurons

Ferdinand Tixidre, Gianluigi Mongillo, Alessandro Torcini

专题命中 神经信号处理 ：cortical(title,abstract)

The Spatiotemporal Organization of Motor Cortex Activity Supporting Manual Dexterity

Nicholas Chehade

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

Comments PhD thesis, 202 pages, 19 figures

ChineseEEG-2: An EEG Dataset for Multimodal Semantic Alignment and Neural Decoding during Reading and Listening

Sitong Chen, Beiqianyi Li, Cuilin He, Dongyang Li, Mingyang Wu, Xinke Shen, Song Wang, Xuetao Wei, Xindi Wang, Haiyan Wu, Quanying Liu

专题命中 BCI数据与评测 ：EEG(title,abstract)；neural decoding(title,abstract)；分类 eess.SP

Neuro-MoBRE: Exploring Multi-subject Multi-task Intracranial Decoding via Explicit Heterogeneity Resolving

Di Wu, Yifei Jia, Siyuan Li, Shiqi Zhao, Jie Yang, Mohamad Sawan

专题命中 BCI数据与评测 ：BCI(abstract)；brain-computer interface(abstract)；neural signal(abstract)；分类 eess.SP

Sparse Bayesian Correntropy Learning for Robust Muscle Activity Reconstruction from Noisy Brain Recordings

Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike, Okito Yamashita

机构 * School of Computing, Tokyo Institute of Technology（东京技术大学计算机学院） 纠错

专题命中 BCI数据与评测 ：brain-computer interface(abstract)；neural decoding(abstract)；分类 q-bio.NC、eess.SP、cs.LG

Journal ref Neural Networks Volume 182 - 2025