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| Generalized Learning Riemannian Space Quantization: A Case Study on Riemannian Manifold of SPD Matrices 期刊论文 IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 281-292 Authors: Tang FZ(唐凤珍); Fan ML(范孟灵); Tino, Peter
Adobe PDF(1359Kb)  |   Favorite  |  View/Download:16/1  |  Submit date:2021/01/24 Generalized learning vector quantization (GLVQ) learning vector quantization (LVQ) Riemannian geodesic distances Riemannian manifold |
| 基于时空特征学习卷积神经网络的运动想象脑电解码方法 期刊论文 生物医学工程学杂志, 2021, 卷号: 38, 期号: 1, 页码: 1-9 Authors: 褚亚奇 ; 朱波; 赵新刚 ; 赵忆文
Adobe PDF(1469Kb)  |   Favorite  |  View/Download:18/2  |  Submit date:2021/01/17 运动想象脑电 脑机接口 时空特征 卷积神经网络 信号解码 |
| 基于卷积神经网络的跨镜多行人目标检测与跟踪方法研究 学位论文 博士, 沈阳: 中国科学院沈阳自动化研究所, 2020 Authors: 何淼
Adobe PDF(10372Kb)  |   Favorite  |  View/Download:67/7  |  Submit date:2020/12/18 行人检测 多目标跟踪 再识别 摄像机网络拓扑估计 跨镜多目标跟踪 |
| Decoding multiclass motor imagery EEG from the same upper limb by combining Riemannian geometry features and partial least squares regression 期刊论文 JOURNAL OF NEURAL ENGINEERING, 2020, 卷号: 17, 期号: 4, 页码: 1-18 Authors: Chu YQ(褚亚奇) ; Zhao XG(赵新刚) ; Zou YJ(邹宜君) ; Xu WL(徐卫良) ; Song GL(宋国立) ; Han JD(韩建达) ; Zhao YW(赵忆文)
Adobe PDF(1662Kb)  |   Favorite  |  View/Download:120/15  |  Submit date:2020/09/12 motor imagery EEG same upper limb Riemannian geometry features partial least squares regression brain-machine interface |
| 基于运动想象的脑机接口及其应用研究 学位论文 博士, 沈阳: 中国科学院沈阳自动化研究所, 2019 Authors: 邹宜君
Adobe PDF(3261Kb)  |   Favorite  |  View/Download:99/20  |  Submit date:2019/12/12 脑机接口 脑电信号 独立成分分析 共空间模式滤波 |
| 几何与辐射联合李群及其图像匹配应用研究 学位论文 博士, 沈阳: 中国科学院沈阳自动化研究所, 2019 Authors: 李晨曦
Adobe PDF(6089Kb)  |   Favorite  |  View/Download:74/8  |  Submit date:2019/07/14 图像匹配 目标跟踪 大气辐射传输 亮度变化 李群 |
| Visualization of the Image Geometric Transformation Group Based on Riemannian Manifold 期刊论文 IEEE Access, 2019, 卷号: 7, 页码: 105531-105545 Authors: Liu TC(刘天赐) ; Shi ZL(史泽林) ; Liu YP(刘云鹏)
Adobe PDF(2344Kb)  |   Favorite  |  View/Download:151/28  |  Submit date:2019/09/07 Geometric transformation visualization motion group Riemannian manifold |
| Learning joint space–time–frequency features for EEG decoding on small labeled data 期刊论文 Neural Networks, 2019, 卷号: 114, 页码: 67-77 Authors: Zhao DY(赵冬晔) ; Tang FZ(唐凤珍); Si BL(斯白露) ; Feng XS(封锡盛)
Adobe PDF(797Kb)  |   Favorite  |  View/Download:268/60  |  Submit date:2019/04/13 Brain-computer interfaces Convolutional neural network Joint space–time–frequency feature learning Subject-to-subject weight transfer Small labeled data |
| An inter-subject model to reduce the calibration time for motion imagination-based brain-computer interface 期刊论文 Medical and Biological Engineering and Computing, 2019, 卷号: 57, 期号: 4, 页码: 939-952 Authors: Zou YJ(邹宜君) ; Zhao XG(赵新刚) ; Chu YQ(褚亚奇) ; Zhao YW(赵忆文) ; Xu WL(徐卫良) ; Han JD(韩建达)
Adobe PDF(1377Kb)  |   Favorite  |  View/Download:260/63  |  Submit date:2018/12/16 Brain-computer interface (BCI) Electroencephalogram (EEG) Machine learning Movement imagination Common spatial pattern Inter-subject model |
| Supervised Dimensionality Reduction on Grassmannian for Image Set Recognition 期刊论文 NEURAL COMPUTATION, 2019, 卷号: 31, 期号: 1, 页码: 156-175 Authors: Liu TC(刘天赐) ; Shi ZL(史泽林) ; Liu YP(刘云鹏)
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