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GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-Resolved EEG Motor Imagery Signals
Hou, Yimin, Jia, Shuyue, Lun, Xiangmin, Hao, Ziqian, Shi, Yan, Li, Yang, Zeng, Rui, Lv, Jinglei
Published in IEEE transaction on neural networks and learning systems (01.06.2024)
Published in IEEE transaction on neural networks and learning systems (01.06.2024)
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Dynamic decomposition graph convolutional neural network for SSVEP-based brain–computer interface
Zhang, Shubin, An, Dong, Liu, Jincun, Chen, Jiannan, Wei, Yaoguang, Sun, Fuchun
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Published in Neural networks (01.04.2024)
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Schizophrenia recognition based on three-dimensional adaptive graph convolutional neural network
Yin, Guimei, Yuan, Jie, Chen, Yanjun, Guo, Guangxing, Shi, Dongli, Wang, Lin, Zhao, Zilong, Zhao, Yanli, Zhang, Manjie, Dong, Yuan, Wang, Bin, Tan, Shuping
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Published in Scientific reports (03.02.2025)
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Chemical toxicity prediction based on semi-supervised learning and graph convolutional neural network
Chen, Jiarui, Si, Yain-Whar, Un, Chon-Wai, Siu, Shirley W. I.
Published in Journal of cheminformatics (27.11.2021)
Published in Journal of cheminformatics (27.11.2021)
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Regional-asymmetric Adaptive Graph Convolutional Neural Network for Diagnosis of Autism in Children with Resting-state EEG
Hu, Wanyu, Jiang, Guoqian, Han, Junxia, Li, Xiaoli, Xie, Ping
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2024)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2024)
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Electroencephalography decoding model based on fusion deep graph convolutional neural network for spinal cord injury
Lou, Tianwei, Zhang, Xinting, Jiang, Lei, Chen, Lei, Gao, Licai, Lun, Zhixiao, Li, Jincheng, Zhang, Yang, Xu, Fangzhou, Jung, Tzyy-Ping
Published in Healthcare and Rehabilitation (01.07.2025)
Published in Healthcare and Rehabilitation (01.07.2025)
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ADHD Diagnosis and Biomarker Detection Based on Multimodal Graph Convolutional Neural Network
Gao, Yuan, Wang, Xiaotong, Jiang, Aimin, Chen, Ying, Tang, Yibin
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (14.04.2024)
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (14.04.2024)
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Multiple-graph Recurrent Graph Convolutional Neural Network Architectures for Predicting Disease Outcomes
Valenchon, Juliette, Coates, Mark
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (01.05.2019)
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (01.05.2019)
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EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM
Yin, Yongqiang, Zheng, Xiangwei, Hu, Bin, Zhang, Yuang, Cui, Xinchun
Published in Applied soft computing (01.03.2021)
Published in Applied soft computing (01.03.2021)
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Using DeepGCN to identify the autism spectrum disorder from multi-site resting-state data
Cao, Menglin, Yang, Ming, Qin, Chi, Zhu, Xiaofei, Chen, Yanni, Wang, Jue, Liu, Tian
Published in Biomedical signal processing and control (01.09.2021)
Published in Biomedical signal processing and control (01.09.2021)
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Gusa: Graph-Based Unsupervised Subdomain Adaptation for Cross-Subject EEG Emotion Recognition
Li, Xiaojun, Chen, C. L. Philip, Chen, Bianna, Zhang, Tong
Published in IEEE transactions on affective computing (01.07.2024)
Published in IEEE transactions on affective computing (01.07.2024)
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