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运动想象脑电信号识别方法研究与实现 学位论文
专业学位硕士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  冯海峰
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运动想象  对称正定矩阵  学习矢量量化  黎曼随机梯度下降  黎曼测地线距离  
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
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Generalized learning vector quantization (GLVQ)  learning vector quantization (LVQ)  Riemannian geodesic distances  Riemannian manifold  
Probabilistic learning vector quantization on manifold of symmetric positive definite matrices 期刊论文
Neural Networks, 2021, 卷号: 142, 页码: 105-118
Authors:  Tang FZ(唐凤珍);  Feng HF(冯海峰);  Tino, Peter;  Si BL(斯白露);  Ji DX(冀大雄)
Adobe PDF(786Kb)  |  Favorite  |  View/Download:92/1  |  Submit date:2021/05/25
Probabilistic learning vector quantization  Learning vector quantization  Symmetric positive definite matrices  Riemannian geodesic distances  Riemannian manifold  
基于对数欧氏度量学习的概率黎曼空间量化方法 期刊论文
计算机应用研究, 2021, 页码: 1-9
Authors:  张晓铖;  唐凤珍
Adobe PDF(1103Kb)  |  Favorite  |  View/Download:14/1  |  Submit date:2021/12/20
对称正定矩阵  学习矢量量化  对数欧氏度量  黎曼几何  流形结构