脑机接口 / BCI

Source Aware Deep Learning Framework for Hand Kinematic Reconstruction using EEG Signal

Sidharth Pancholi, Amita Giri, Anant Jain, Lalan Kumar, Sitikantha Roy

专题命中 运动想象 ：EEG(title,abstract)；BCI(abstract)；brain computer interface(abstract)；分类 eess.SP

Unsupervised Motor Imagery Saliency Detection Based on Self-Attention Mechanism

Navid Ayoobi, Elnaz Banan Sadeghian

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

Comments to appear in 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2022)

Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distribution

Antonio Quintero-Rincón, Carlos D'Giano, Hadj Batatia

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

Comments 10 pages, 6 Figures, 4 tables

Journal ref IEEE 2020

Evaluating a Semi-Autonomous Brain-Computer Interface Based on Conformal Geometric Algebra and Artificial Vision

M. A. Ramirez-Moreno, D. Gutiérrez

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

Comments Research Article 9374802 accepted for publication in Computational Intelligence and Neuroscience

Neurophysiological Analysis in Motor and Sensory Cortices for Improving Motor Imagination

Si-Hyun Kim, Sung-Jin Kim, Dae-Hyeok Lee

专题命中 运动想象 ：brain-computer interface(abstract,comments)；BCI(abstract)；EEG(abstract)；neural signal(abstract)

Comments 4 pages, 3 figures, 1 table, Name of Conference: International Winter Conference on Brain-Computer Interface

Phase Synchrony Component Self-Organization in Brain Computer Interface

Xu Niu, Na Lu, Huan Luo, Ruofan Yan

专题命中 运动想象 ：brain computer interface(title)；EEG(abstract)；motor imagery(abstract)；分类 eess.SP、cs.LG、cs.HC

A Factorization Approach for Motor Imagery Classification

Byeong-Hoo Lee, Jeong-Hyun Cho, Byung-Hee Kwon

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

Comments 4 pages

MutualGraphNet: A novel model for motor imagery classification

Yan Li, Ning Zhong, David Taniar, Haolan Zhang

专题命中 运动想象 ：motor imagery(title,abstract)；EEG(abstract)；分类 q-bio.NC、eess.SP、cs.LG

Conserved Kinematic Representations enable Zero-Shot Decoding in Handwriting BCIs

保守的运动表示使手写BCI实现零样本解码

Srinivas Ravishankar, Virginia de Sa

专题命中 运动想象 ：BCI(title_cn,summary_cn)；brain-computer interface(abstract)；分类 q-bio.NC

AI总结 本研究提出了一种基于保守运动表示的框架，用于在手写BCI中实现零样本解码，展示了神经运动轨迹表示在不同字符上下文中的鲁棒性，为复杂运动控制提供了新的研究视角。

Time-space-frequency feature Fusion for 3-channel motor imagery classification

Zhengqing Miao, Meirong Zhao

专题命中 运动想象 ：motor imagery(title,abstract)；EEG(abstract)；分类 eess.SP、cs.LG

Comments 15 pages, 4 Figures

Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities

Yassine El Ouahidi, Lucas Drumetz, Giulia Lioi, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon

专题命中 运动想象 ：BCI(title,abstract)；motor imagery(abstract)；分类 eess.SP、cs.LG

Comments Submitted to the 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023)

Functional connectivity ensemble method to enhance BCI performance (FUCONE)

Marie-Constance Corsi, Sylvain Chevallier, Fabrizio De Vico Fallani, Florian Yger

专题命中 运动想象 ：BCI(title)；brain-computer interface(abstract)；motor imagery(abstract)；分类 q-bio.NC、cs.LG

Binarization Methods for Motor-Imagery Brain-Computer Interface Classification

Michael Hersche, Luca Benini, Abbas Rahimi

专题命中 运动想象 ：brain-computer interface(title,abstract)；BCI(abstract)；分类 eess.SP、cs.LG

Gradual Relation Network: Decoding Intuitive Upper Extremity Movement Imaginations Based on Few-Shot EEG Learning

Kyung-Hwan Shim, Ji-Hoon Jeong, Seong-Whan Lee

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

Motor Imagery Classification Emphasizing Corresponding Frequency Domain Method based on Deep Learning Framework

Byoung-Hee Kwon, Byeong-Hoo Lee, Ji-Hoon Jeong

专题命中 运动想象 ：motor imagery(title,abstract)；BCI(abstract)；分类 cs.HC；brain-computer interface(comments)

Comments Submitted IEEE The 9th International Winter Conference on Brain-Computer Interface

Would Motor-Imagery based BCI user training benefit from more women experimenters?

Aline Roc, Léa Pillette, B. N'Kaoua, Fabien Lotte

专题命中 运动想象 ：BCI(title,abstract)；brain-computer interface(abstract)；分类 cs.HC

Journal ref 8th International BCI Conference, Sep 2019, Graz, Austria

Cyber Risks to Next-Gen Brain-Computer Interfaces: Analysis and Recommendations

Tyler Schroder, Renee Sirbu, Sohee Park, Jessica Morley, Sam Street, Luciano Floridi

专题命中 运动想象 ：brain-computer interface(title,abstract)；BCI(abstract)；分类 cs.HC

Journal ref Neuroethics 18, 34 (2025)

Pseudo Channel: Time Embedding for Motor Imagery Decoding

Zhengqing Miao, Meirong Zhao

专题命中 运动想象 ：motor imagery(title,abstract)；EEG(abstract)；分类 q-bio.NC

Comments 13 pages, 5 figures

Single Channel-based Motor Imagery Classification using Fisher's Ratio and Pearson Correlation

Sonal Santosh Baberwal, Tomas Ward, Shirley Coyle

专题命中 运动想象 ：motor imagery(title,abstract)；BCI(abstract)；分类 eess.SP

Uncertainty Quantification for cross-subject Motor Imagery classification

Prithviraj Manivannan, Ivo Pascal de Jong, Matias Valdenegro-Toro, Andreea Ioana Sburlea

专题命中 运动想象 ：motor imagery(title,abstract)；brain computer interface(abstract)；分类 cs.LG

Towards Artificial Learning Companions for Mental Imagery-based Brain-Computer Interfaces

Léa Pillette, Camille Jeunet, Roger N'Kambou, Bernard N'Kaoua, Fabien Lotte

专题命中 运动想象 ：brain-computer interface(title,abstract)；BCI(abstract)；分类 cs.HC

Journal ref WACAI 2018 - Workshop sur les "Affects, Compagnons Artificiels et Interactions'', Jun 2018, Ile de Porquerolles, France. pp.1-8

BCI-Based Strategies on Stroke Rehabilitation with Avatar and FES Feedback

Zhaoyang Qiu, Shugeng Chen, Ian Daly, Jie Jia, Xingyu Wang, Jing Jin

专题命中 运动想象 ：BCI(title,abstract)；motor imagery(abstract)；分类 cs.HC

Multiscale Topological Properties Of Functional Brain Networks During Motor Imagery After Stroke

Fabrizio De Vico Fallani, Floriana Pichiorri, Giovanni Morone, Marco Molinari, Fabio Babiloni, Febo Cincotti, Donatella Mattia

专题命中 运动想象 ：motor imagery(title,abstract)；EEG(abstract)；分类 q-bio.NC

Comments Neuroimage, accepted manuscript (unedited version) available online 19-June-2013

Improving J-divergence of brain connectivity states by graph Laplacian denoising

Tiziana Cattai, Gaetano Scarano, Marie-Constance Corsi, Danielle S. Bassett, Fabrizio De Vico Fallani, Stefania Colonnese

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

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

Journal ref IEEE transactions on Signal and Information Processing over Networks 7 (2021): 493-508

Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral Features

Michael Hersche, Tino Rellstab, Pasquale Davide Schiavone, Lukas Cavigelli, Luca Benini, Abbas Rahimi

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

Comments Published as a conference paper at the IEEE European Signal Processing Conference (EUSIPCO), 2018

Nonlinear Causality in Time Series Networks: With Application to Motor Imagery vs Execution

Sipan Aslan, Hernando Ombao

专题命中 运动想象 ：motor imagery(title,abstract)；EEG(abstract)

Motor Imagery Classification based on CNN-GRU Network with Spatio-Temporal Feature Representation

Ji-Seon Bang, Seong-Whan Lee

专题命中 运动想象 ：motor imagery(title)；BCI(abstract)；EEG(abstract)

Comments Submitted to IAPR 6th Asian Conference on Pattern Recognition (ACPR 2021)

Scatter-based common spatial patterns -- a unified spatial filtering framework

Jinlong Dong, Milana Komosar, Johannes Vorwerk, Daniel Baumgarten, Jens Haueisen

专题命中 运动想象 ：brain-computer interface(abstract)；EEG(abstract)；motor imagery(abstract)；分类 q-bio.NC、eess.SP、cs.LG

Characterizing the onset and offset of motor imagery during passive arm movements induced by an upper-body exoskeleton

表征由上体外骨骼诱导的被动手臂运动期间的运动意象起始和结束

Kanishka Mitra, Frigyes Samuel Racz, Satyam Kumar, Ashish D. Deshpande, José del R. Millán

机构 * Chandra Department of Electrical and Computer Engineering, The University of Texas at Austin（查拉德电气与计算机工程系，德克萨斯大学奥斯汀分校） ； Department of Neurology, The University of Texas at Austin（神经病学系，德克萨斯大学奥斯汀分校） ； Walker Department of Mechanical Engineering, The University of Texas at Austin（沃克机械工程系，德克萨斯大学奥斯汀分校） 纠错

专题命中 运动想象 ：motor imagery(title,abstract)；分类 cs.HC、cs.RO

AI总结 本研究通过解码EEG信号，表征被动手臂运动期间的运动意象起始和结束，实现了对功能性运动的自然控制，展示了在噪声和被动运动下可靠的传感器运动节律。

Comments Accepted to IROS 2023. 6 pages, 6 figures. Project page available at https://mitrakanishka.github.io/projects/passive-arm-mi/

Journal ref 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023, pp. 3789-3794

Motor Imagery Task Alters Dynamics of Human Body Posture

Fatemeh Delavari, Seyyed Mohammad Reza Hashemi Golpayegani, Mohammad Ali Ahmadi-Pajouh

专题命中 运动想象 ：motor imagery(title,abstract)；分类 q-bio.NC、eess.SP