脑机接口 / BCI

EEG-Driven AR-Robot System for Zero-Touch Grasping Manipulation

Junzhe Wang, Jiarui Xie, Pengfei Hao, Zheng Li, Yi Cai

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

Comments 8 pages, 14 figures, submitted to ICRA 2026

Bidirectional Time-Frequency Pyramid Network for Enhanced Robust EEG Classification

Jiahui Hong, Siqing Li, Muqing Jian, Luming Yang

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

Comments Accepted to IEEE BIBM 2025

A Penny for Your Thoughts: Decoding Speech from Inexpensive Brain Signals

Quentin Auster, Kateryna Shapovalenko, Chuang Ma, Demaio Sun

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Generalizable, real-time neural decoding with hybrid state-space models

Avery Hee-Woon Ryoo, Nanda H. Krishna, Ximeng Mao, Mehdi Azabou, Eva L. Dyer, Matthew G. Perich, Guillaume Lajoie

专题命中 神经信号处理 ：neural decoding(title)；brain-computer interface(abstract)；cortical(abstract)；分类 q-bio.NC、cs.LG

Comments NeurIPS 2025

Journal ref The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025

AGTCNet: A Graph-Temporal Approach for Principled Motor Imagery EEG Classification

Galvin Brice S. Lim, Brian Godwin S. Lim, Argel A. Bandala, John Anthony C. Jose, Timothy Scott C. Chu, Edwin Sybingco

专题命中 运动想象 ：EEG(title,abstract)；motor imagery(title,abstract)；BCI(abstract)；brain-computer interface(abstract)

Comments This work has been submitted to the IEEE for possible publication

Journal ref IEEE Access. 13(2025) 187383-187409