成果/Result
- MOCNN: A Multiscale Deep Convolutional Neural Network for ERP-Based Brain-Computer Interfaces被引量：50收藏
- 作者：Jin, Jing Xu, Ruitian Daly, Ian Zhao, Xueqing Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Essex;Polish Acad Sci;RIKEN Adv Intelligence Project
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2024
- 关键词：Brain-computer interfaces (BCIs) deep learning event-related potentials (ERPs) multiscale octave convolution (OctConv) neural network
- Motor Imagery EEG Classification Based on Riemannian Sparse Optimization and Dempster-Shafer Fusion of Multi-Time-Frequency Patterns被引量：26收藏
- 作者：Jin, Jing Qu, Tingnan Xu, Ren Wang, Xingyu Cichocki, Andrzej
- 机构：Minist Educ;East China Univ Sci & Technol;Gtec Med Engn GmbH;Skolkovo Inst Sci & Technol SKOLTECH;Polish Acad Sci
- 来源：IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2023
- 关键词：Feature extraction Covariance matrices Electroencephalography Support vector machines Time-frequency analysis Optimization Task analysis Brain-computer interface motor imagery Riemannian geometry sparse optimization Dempster-Shafer theory
- Classification of Motor Imagery Based on Multi-Scale Feature Extraction and the Channel-Temporal Attention Module被引量：16收藏
- 作者：Wu, Runze Jin, Jing Daly, Ian Wang, Xingyu Cichocki, Andrzej
- 机构：Minist Educ;Univ Essex;RIKEN Brain Sci Inst;Polish Acad Sci;Nicolaus Copernicus Univ
- 来源：IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2023
- 关键词：Motor imagery EEG multi-scale convolu-tion convolution neural network attention module
- A Dual Stimuli Approach Combined with Convolutional Neural Network to Improve Information Transfer Rate of Event-Related Potential-Based Brain-Computer Interface被引量：13收藏
- 作者：Li, Wei Li, Mengfan Zhou, Huihui Chen, Genshe Jin, Jing Duan, Feng
- 机构：Calif State Univ Bakersfield;Hebei Univ Technol;Chinese Acad Sci;Intelligent Fus Technol;East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 2018
- 关键词：Dual stimuli N200 P300 convolutional neural network information transfer rate
- Enhancing the Capability and Accuracy of Motor Imagery Classification: A Deep Neural Network-Powered Multifaceted Strategy Model被引量：0收藏
- 作者：Chen, Weijie Daly, Ian Chen, Yixin Wu, Xiao Liang, Wei He, Xinjie Wang, Xingyu Cichocki, Andrzej Jin, Jing
- 机构：East China Univ Sci & Technol;Univ Essex;Polish Acad Sci;Nicolaus Copernicus Univ;Minist Educ
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2026
- 关键词：Feeds Antennas Filtering Filters Band-pass filters Feedback Filter banks Circuits and systems Neurofeedback Active filters Brain computer interface (BCI) deep neural network electroencephalogram motor imagery (MI)
