成果/Result
- Multiscale Spatial-Temporal Feature Fusion Neural Network for Motor Imagery Brain-Computer Interfaces被引量：15收藏
- 作者：Jin, Jing Chen, Weijie Xu, Ren Liang, Wei Wu, Xiao He, Xinjie Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;G Tec Med Engn GmbH;Nicolaus Copernicus Univ;RIKEN Brain Sci Inst
- 来源：IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2025
- 关键词：Motor imagery convolution neural net- work feature fusion EEG classification EEG classification EEG classification
- Squeeze and Excitation-Based Multiscale CNN for Classification of Steady-State Visual Evoked Potentials被引量：4收藏
- 作者：Jin, Jing Wu, Xiao Daly, Ian Chen, Weijie He, Xinjie Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Essex;Polish Acad Sci
- 来源：IEEE INTERNET OF THINGS JOURNAL 2025
- 关键词：Feature extraction Electroencephalography Internet of Things Visualization Accuracy Target recognition Frequency modulation Convolutional neural networks Decoding Convolution Brain-computer interface (BCI) convolutional neural network (CNN) multiscale fusion squeeze and excitation module (SEM) steady-state visual evoked potentials (SSVEPs)
- Multi-Domain Dynamic Weighting Network for Motor Imagery Decoding被引量：1收藏
- 作者：Wang, Chongfeng Allison, Brendan Z. Wu, Xiao Li, Junxian Zhao, Ruiyu Chen, Weijie Wang, Xingyu Cichocki, Andrzej Jin, Jing
- 机构：East China Univ Sci & Technol;Univ Calif San Diego;Polish Acad Sci;Nicolaus Copernicus Univ;East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 2026
- 关键词：EEG classification motor imagery feature fusion multi-domain dynamic weighted network
- Cyber-Attack on Charge Pump Phase-Locked Loops in Distributed Energy Systems被引量：0收藏
- 作者：Wu, Xing Liu, Chensheng Tang, Yang Dong, Zhao Yang
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Qilu Univ Technol;Shandong Fundamental Res Ctr Comp Sci;City Univ Hong Kong
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS 2026
- 关键词：Cyber-attack charge pump phase-locked loop inverter vulnerability multi-objective optimization reinforcement learning
- Enhancing Target Recognition Performance in SSVEP-Based Brain-Computer Interfaces via Deep Neural Networks With Pyramid Squeeze Attention被引量：0收藏
- 作者：Wu, Xiao Daly, Ian Lau, Andrew Ty Chen, Weijie Wang, Chongfeng Cichocki, Andrzej Jin, Jing
- 机构：East China Univ Sci & Technol;Univ Essex;Shanghai Lansheng Brain Hosp Investment Co Ltd;Syst Res Inst Polish Acad Sci;Nicolaus Copernicus Univ UMK
- 来源：IEEE TRANSACTIONS ON IMAGE PROCESSING 2026
- 关键词：Filtering Filters Spatial filters Band-pass filters Filter banks Circuits and systems Active filters OSCIllators Videos Electronic mail Brain-computer interface steady-state visual evoked potential deep neural network pyramid squeeze attention target recognition
- Multiscale Pooling Spatial-Temporal Attention Network: Elevating Cross Session and Small Sample Decoding in Motor Imagery Brain-Computer Interfaces被引量：0收藏
- 作者：Chen, Weijie Daly, Ian Chen, Yixin Wu, Xiao He, Xinjie Wang, Xingyu Cichocki, Andrzej Jin, Jing
- 机构：East China Univ Sci & Technol;Univ Essex;Nicolaus Copernicus Univ;Polish Acad Sci;RIKEN
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2026
- 关键词：Feature extraction Electroencephalography Decoding Brain modeling Accuracy Data mining Motors Deep learning Attention mechanisms Machine learning algorithms Brain-computer interfaces (BCIs) cross session motor imagery (MI) small sample
- CSCLN-ddTE: Cross subject contrastive learning network with domain diversity and templates enhancement for SSVEP-BCI frequency recognition被引量：0收藏
- 作者：He, Xinjie Xu, Ren Lau, Andrew Ty Wu, Xiao Chen, Yixin Chen, Weijie Wang, Xingyu Cichocki, Andrzej Jin, Jing
- 机构：East China Univ Sci & Technol;GTEC Med Engn GmbH;Shanghai Lansheng Brain Hosp Investment Co Ltd;Nicolaus Copernicus Univ;Polish Acad Sci
- 来源：KNOWLEDGE-BASED SYSTEMS 2025
- 关键词：Brain computer interface (BCI) Steady-state visual evoked potential (SSVEP) Contrastive learning Domain diversity Templates enhancement
- A survey on temporal network dynamics with incomplete data被引量：0收藏
- 作者：Wu, Xing Mao, Shuai Xiong, Luolin Tang, Yang
- 机构：East China Univ Sci & Technol
- 来源：ELECTRONIC RESEARCH ARCHIVE 2022
- 关键词：temporal network incomplete data data processing coupling process network characteristics
- EDSF-Net: An enhanced dynamic spatiotemporal-frequency attention network for robust EEG decoding in motor imagery被引量：0收藏
- 作者：Chen, Weijie Daly, Ian Chen, Yixin Li, Junxian Wu, Xiao Zhao, Ruiyu Wang, Xingyu Cichocki, Andrzej Jin, Jing
- 机构：East China Univ Sci & Technol;Univ Essex;Nicolaus Copernicus Univ;East China Univ Sci & Technol;Univ Essex
- 来源：NEURAL NETWORKS 2026
- 关键词：Brain computer interface Motor imagery Electroencephalogram Convolutional neural network
- SASE-HR: A Markovian cascading-failure model for cyber-physical power systems被引量：0收藏
- 作者：Wu, Xing Mao, Shuai Liu, Chensheng
- 机构：East China Univ Sci & Technol;Nantong Univ;Qilu Univ Technol
- 来源：INFORMATION SCIENCES 2026
- 关键词：Cascading failures Cyber-physical power system Markov chain Human error Renewable energy
- 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)
