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Deng Xin
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教授
Academic Titles:
数据工程系主任
Other Post:
数据工程与可视计算重点实验室副主任
Scientific Research
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Paper Publications
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Multi-level hierarchical dynamic graph convolutional networks for motor imagery EEG analysis.Neurocomputing.2025,626:129594
A novel multi-source contrastive learning approach for robust cross-subject emotion recognition in EEG data.Biomedical Signal Processing and Control.2024,97:106716
Graph-based Information Separator and Area Convolutional Network for EEG-based Intention Decoding.IEEE Transactions on Cognitive and Developmental Systems
A GAN model encoded by CapsEEGNet for visual EEG encoding and image reproduction.Journal of Neuroscience Methods.2023,384:109747
Classifying ASD based on time-series fMRI using spatial-temporal transformer.Computers in Biology and Medicine.2022,151:106320
SparNet: A Convolutional Neural Network for EEG Space-Frequency Feature Learning and Depression Discrimination.Frontiers in Neuroinformatics.2022,16:1-15
Patents
一种基于少量通道EEG的情绪识别方法及系统
一种基于黎曼流行坐标对齐的脑电信号域适应方法
一种基于神经网络的仿生趋温行为方法
基于神经网络和图像识别的智能水面漂浮物打捞系统
基于光流法和卡尔曼滤波的多目标跟踪方法
Published Books
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Research Projects
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基于自闭症脑信号的深度学习辅助诊断方法研究与应用, 重庆市留学人员回国创业创新支持计划, 在研
融合视频信号的多模态脑电稀疏表示方法在脑神经疾病中的研究与应用, Technology programs of the Government Departments, 2020/07/01
稀疏表示特征及分类方法在脑神经疾病电信号中的研究及应用, Government departments such as land city hall and bureau, 2020/07/01
一种基于纠错解码的人脸识别方法, 2014/07/01-2017/06/30
面向复杂环境的鲁棒人脸识别研究, 2015/07/01-2017/07/01
基于演化硬件的不平衡数据分类方法研究, 2014/07/01-2017/06/30
Research Team
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