
邓欣

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教授
- 主要任职:数据科学系主任
- 其他任职:数据工程与可视计算重点实验室副主任
- 性别:男
- 毕业院校:新加坡国立大学
- 学历:研究生(博士)毕业
- 学位:工学博士
- 在职信息:在岗
- 所在单位:人工智能学院
- 办公地点:信科1808
- 联系电话:QQ:88561618
- 电子邮箱:8fc2a2674b3c9655c607ec5921f19d8d89c1e79dbe28556d169c2b63bf75bd2812085bec13f64de57515755da6e5254b701b919b27585573b37cfae2d6c0d3a2da79c60a997d9c1926a82c94ddd0625b1d6ce90f3daeb4adc5d0e873446771120e23db41b179a3125d1851b459fff241a2663fd4086b34cbeef36a44ab2cfd4a
访问量:
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[1] A Novel 3D Approach with a CNN and Swin Transformer for Decoding EEG-Based Motor Imagery Classification.[J].Sensors,2025,25(9):2922.
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[2] Multi-Source Reinforced Selective Domain Adaptation for Cross-Subject and Cross-Session EEG-Based Emotion Recognition.[J].IEEE Access,2025,13:94822-94833.
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[3] Multi-level hierarchical dynamic graph convolutional networks for motor imagery EEG analysis.[J].Neurocomputing,2025,626:129594.
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[4] A novel multi-source contrastive learning approach for robust cross-subject emotion recognition in EEG data.[J].Biomedical Signal Processing and Control,2024,97:106716.
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[5] Graph-based Information Separator and Area Convolutional Network for EEG-based Intention Decoding.[J].IEEE Transactions on Cognitive and Developmental Systems,
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[6] A GAN model encoded by CapsEEGNet for visual EEG encoding and image reproduction.[J].Journal of Neuroscience Methods,2023,384:109747.
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[7] Classifying ASD based on time-series fMRI using spatial-temporal transformer.[J].Computers in Biology and Medicine,2022,151:106320.
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[8] Deng Xin,Sun Kaiwei,Lv Xiangwei.SparNet: A Convolutional Neural Network for EEG Space-Frequency Feature Learning and Depression Discrimination.[J].Frontiers in Neuroinformatics,2022,16:1-15.
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[9] Xu Furong,Wang Guoyin,Deng Xin,Yu Zhuliang.EEG extended source imaging with structured sparsity and L1 -norm residual.[J].Neural Computing and Applications,2021,33(14):8513-8524.
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[10] Deng Xin,Sun Kaiwei,Liu Ke,Lv Xiangwei.EEG Analysis of Working Memory Between Sober State and Intoxicated State.[J].Access,2021,9:145900-145911.