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基于EEG EMG信号解码的脑机自然交互关键技术研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  褚亚奇
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人机交互  脑机接口  非完整脑电  同侧肢体多类运动想象  混合脑/肌电  
基于表面肌电的手部运动康复与量化评估技术研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  胡少康
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手部康复机器人  表面肌电信号  人机交互  康复评估  机器学习  
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  
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
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运动想象脑电  脑机接口  时空特征  卷积神经网络  信号解码  
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)
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Probabilistic learning vector quantization  Learning vector quantization  Symmetric positive definite matrices  Riemannian geodesic distances  Riemannian manifold  
Review of Research and Development of Supernumerary Robotic Limbs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 929-952
Authors:  Tong YC(佟玉闯);  Liu JG(刘金国)
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Human-robot cooperation  human-robot interaction  supernumerary robotic finger  supernumerary robotic limb  wearable robots  
Face-Computer Interface (FCI): Intent Recognition Based on Facial Electromyography (fEMG) and Online Human-Computer Interface With Audiovisual Feedback 期刊论文
FRONTIERS IN NEUROROBOTICS, 2021, 卷号: 15, 页码: 1-13
Authors:  Zhu B(朱波);  Zhang DH(张道辉);  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zhang LX(张立新);  Zhao LN(赵利娜)
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face-computer interface  facial electromyography  facial movements  robotic arm control online  rehabilitation assistance robot  
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
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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  
Special issue on cyber-physical systems and intelligent control in honor of the 65th birthday of Professor Bijoy K. Ghosh 期刊论文
Control Theory and Technology, 2021, 卷号: 19, 期号: 4, 页码: 421-424
Authors:  Hu JP(胡江平);  Wang WX(王文学)
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多接入边缘计算  工业无线网络  动态优先级  任务卸载  深度强化学习